## Warning: package 'ggplot2' was built under R version 3.2.4
## 
## Call:
## lm(formula = TEover ~ TEzscores[, 2] + TEzscores[, 3] + TEzscores[, 
##     4] + TEzscores[, 5] + TEzscores[, 6] + TEzscores[, 7] + TEzscores[, 
##     8] + TEzscores[, 9] + TEzscores[, 10] + TEzscores[, 11] + 
##     TEzscores[, 12] + TEzscores[, 13] + TEzscores[, 14] + TEzscores[, 
##     15] + TEzscores[, 16] + TEzscores[, 17] + TEzscores[, 18] + 
##     TEzscores[, 19] + TEzscores[, 20] + TEzscores[, 21] + TEzscores[, 
##     22] + TEzscores[, 23] + TEzscores[, 24] + TEzscores[, 25], 
##     data = TEzscores)
## 
## Residuals:
##       Min        1Q    Median        3Q       Max 
## -0.052798 -0.019526 -0.001528  0.017953  0.064147 
## 
## Coefficients:
##                   Estimate Std. Error t value Pr(>|t|)    
## (Intercept)      1.077e-15  2.013e-03   0.000  1.00000    
## TEzscores[, 2]   7.134e-02  4.279e-03  16.672  < 2e-16 ***
## TEzscores[, 3]   4.136e-02  3.723e-03  11.108  < 2e-16 ***
## TEzscores[, 4]   7.346e-02  2.732e-03  26.886  < 2e-16 ***
## TEzscores[, 5]   4.975e-02  3.920e-03  12.692  < 2e-16 ***
## TEzscores[, 6]   3.378e-01  3.519e-03  95.990  < 2e-16 ***
## TEzscores[, 7]   1.377e-01  5.246e-03  26.256  < 2e-16 ***
## TEzscores[, 8]   2.643e-02  2.718e-03   9.724  < 2e-16 ***
## TEzscores[, 9]   1.659e-01  3.432e-03  48.338  < 2e-16 ***
## TEzscores[, 10]  6.616e-02  3.291e-03  20.103  < 2e-16 ***
## TEzscores[, 11]  4.439e-02  3.823e-03  11.611  < 2e-16 ***
## TEzscores[, 12] -2.306e-04  2.268e-03  -0.102  0.91916    
## TEzscores[, 13] -5.723e-03  2.863e-03  -1.999  0.04745 *  
## TEzscores[, 14] -7.489e-03  2.437e-03  -3.074  0.00252 ** 
## TEzscores[, 15]  5.422e-02  5.469e-03   9.914  < 2e-16 ***
## TEzscores[, 16]  6.746e-02  4.000e-03  16.865  < 2e-16 ***
## TEzscores[, 17]  7.516e-02  6.280e-03  11.969  < 2e-16 ***
## TEzscores[, 18]  3.692e-02  5.146e-03   7.174 3.32e-11 ***
## TEzscores[, 19]  5.059e-02  8.250e-03   6.132 7.60e-09 ***
## TEzscores[, 20]  2.989e-02  9.144e-03   3.268  0.00135 ** 
## TEzscores[, 21]  8.048e-02  2.846e-03  28.273  < 2e-16 ***
## TEzscores[, 22]  1.069e-01  4.799e-03  22.271  < 2e-16 ***
## TEzscores[, 23]  1.669e-01  4.720e-03  35.361  < 2e-16 ***
## TEzscores[, 24]  2.137e-01  4.389e-03  48.683  < 2e-16 ***
## TEzscores[, 25]  7.591e-02  3.742e-03  20.287  < 2e-16 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 0.0264 on 147 degrees of freedom
## Multiple R-squared:  0.9994, Adjusted R-squared:  0.9993 
## F-statistic: 1.028e+04 on 24 and 147 DF,  p-value: < 2.2e-16
## 
## Call:
## lm(formula = TEover ~ TEReduced[, 2] + TEReduced[, 3] + TEReduced[, 
##     4] + TEReduced[, 5] + TEReduced[, 6] + TEReduced[, 7] + TEReduced[, 
##     8] + TEReduced[, 9] + TEReduced[, 10] + TEReduced[, 11] + 
##     TEReduced[, 12] + TEReduced[, 13] + TEReduced[, 14] + TEReduced[, 
##     15] + TEReduced[, 16] + TEReduced[, 17] + TEReduced[, 18] + 
##     TEReduced[, 19] + TEReduced[, 20] + TEReduced[, 21] + TEReduced[, 
##     22] + TEReduced[, 23] + TEReduced[, 24], data = TEReduced)
## 
## Residuals:
##       Min        1Q    Median        3Q       Max 
## -0.052763 -0.019293 -0.001542  0.018034  0.064595 
## 
## Coefficients:
##                   Estimate Std. Error t value Pr(>|t|)    
## (Intercept)      1.077e-15  2.006e-03   0.000  1.00000    
## TEReduced[, 2]   7.139e-02  4.233e-03  16.865  < 2e-16 ***
## TEReduced[, 3]   4.133e-02  3.698e-03  11.175  < 2e-16 ***
## TEReduced[, 4]   7.345e-02  2.723e-03  26.977  < 2e-16 ***
## TEReduced[, 5]   4.974e-02  3.905e-03  12.737  < 2e-16 ***
## TEReduced[, 6]   3.378e-01  3.501e-03  96.463  < 2e-16 ***
## TEReduced[, 7]   1.377e-01  5.228e-03  26.344  < 2e-16 ***
## TEReduced[, 8]   2.639e-02  2.680e-03   9.844  < 2e-16 ***
## TEReduced[, 9]   1.659e-01  3.417e-03  48.546  < 2e-16 ***
## TEReduced[, 10]  6.611e-02  3.245e-03  20.373  < 2e-16 ***
## TEReduced[, 11]  4.445e-02  3.761e-03  11.819  < 2e-16 ***
## TEReduced[, 12] -5.733e-03  2.852e-03  -2.010  0.04623 *  
## TEReduced[, 13] -7.466e-03  2.418e-03  -3.088  0.00241 ** 
## TEReduced[, 14]  5.432e-02  5.359e-03  10.136  < 2e-16 ***
## TEReduced[, 15]  6.745e-02  3.983e-03  16.933  < 2e-16 ***
## TEReduced[, 16]  7.508e-02  6.204e-03  12.101  < 2e-16 ***
## TEReduced[, 17]  3.690e-02  5.127e-03   7.198 2.85e-11 ***
## TEReduced[, 18]  5.064e-02  8.209e-03   6.169 6.25e-09 ***
## TEReduced[, 19]  2.979e-02  9.060e-03   3.288  0.00126 ** 
## TEReduced[, 20]  8.048e-02  2.837e-03  28.369  < 2e-16 ***
## TEReduced[, 21]  1.069e-01  4.737e-03  22.573  < 2e-16 ***
## TEReduced[, 22]  1.669e-01  4.700e-03  35.509  < 2e-16 ***
## TEReduced[, 23]  2.137e-01  4.361e-03  49.006  < 2e-16 ***
## TEReduced[, 24]  7.592e-02  3.728e-03  20.366  < 2e-16 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 0.02631 on 148 degrees of freedom
## Multiple R-squared:  0.9994, Adjusted R-squared:  0.9993 
## F-statistic: 1.08e+04 on 23 and 148 DF,  p-value: < 2.2e-16

## 
## Call:
## lm(formula = TEover ~ TEzscores[, 2] + TEzscores[, 3] + TEzscores[, 
##     4] + TEzscores[, 5] + TEzscores[, 6] + TEzscores[, 7] + TEzscores[, 
##     8] + TEzscores[, 9] + TEzscores[, 10] + TEzscores[, 11] + 
##     TEzscores[, 12] + TEzscores[, 13] + TEzscores[, 14] + TEzscores[, 
##     15] + TEzscores[, 16] + TEzscores[, 17] + TEzscores[, 18] + 
##     TEzscores[, 19] + TEzscores[, 20] + TEzscores[, 21] + TEzscores[, 
##     22] + TEzscores[, 23] + TEzscores[, 24] + TEzscores[, 25], 
##     data = TEzscores)
## 
## Residuals:
##       Min        1Q    Median        3Q       Max 
## -0.052798 -0.019526 -0.001528  0.017953  0.064147 
## 
## Coefficients:
##                   Estimate Std. Error t value Pr(>|t|)    
## (Intercept)      1.077e-15  2.013e-03   0.000  1.00000    
## TEzscores[, 2]   7.134e-02  4.279e-03  16.672  < 2e-16 ***
## TEzscores[, 3]   4.136e-02  3.723e-03  11.108  < 2e-16 ***
## TEzscores[, 4]   7.346e-02  2.732e-03  26.886  < 2e-16 ***
## TEzscores[, 5]   4.975e-02  3.920e-03  12.692  < 2e-16 ***
## TEzscores[, 6]   3.378e-01  3.519e-03  95.990  < 2e-16 ***
## TEzscores[, 7]   1.377e-01  5.246e-03  26.256  < 2e-16 ***
## TEzscores[, 8]   2.643e-02  2.718e-03   9.724  < 2e-16 ***
## TEzscores[, 9]   1.659e-01  3.432e-03  48.338  < 2e-16 ***
## TEzscores[, 10]  6.616e-02  3.291e-03  20.103  < 2e-16 ***
## TEzscores[, 11]  4.439e-02  3.823e-03  11.611  < 2e-16 ***
## TEzscores[, 12] -2.306e-04  2.268e-03  -0.102  0.91916    
## TEzscores[, 13] -5.723e-03  2.863e-03  -1.999  0.04745 *  
## TEzscores[, 14] -7.489e-03  2.437e-03  -3.074  0.00252 ** 
## TEzscores[, 15]  5.422e-02  5.469e-03   9.914  < 2e-16 ***
## TEzscores[, 16]  6.746e-02  4.000e-03  16.865  < 2e-16 ***
## TEzscores[, 17]  7.516e-02  6.280e-03  11.969  < 2e-16 ***
## TEzscores[, 18]  3.692e-02  5.146e-03   7.174 3.32e-11 ***
## TEzscores[, 19]  5.059e-02  8.250e-03   6.132 7.60e-09 ***
## TEzscores[, 20]  2.989e-02  9.144e-03   3.268  0.00135 ** 
## TEzscores[, 21]  8.048e-02  2.846e-03  28.273  < 2e-16 ***
## TEzscores[, 22]  1.069e-01  4.799e-03  22.271  < 2e-16 ***
## TEzscores[, 23]  1.669e-01  4.720e-03  35.361  < 2e-16 ***
## TEzscores[, 24]  2.137e-01  4.389e-03  48.683  < 2e-16 ***
## TEzscores[, 25]  7.591e-02  3.742e-03  20.287  < 2e-16 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 0.0264 on 147 degrees of freedom
## Multiple R-squared:  0.9994, Adjusted R-squared:  0.9993 
## F-statistic: 1.028e+04 on 24 and 147 DF,  p-value: < 2.2e-16
## K-means clustering with 5 clusters of sizes 6, 6, 6, 5, 1
## 
## Cluster means:
##       Speed Acceleration  Strength   Agility  Awareness  Catching
## 1  59.68420    45.078834  1.476291  61.30405 -26.930085  92.00016
## 2 -12.30796    -8.620518 15.405435 -14.48719  10.014427 -12.38254
## 3  36.24551    27.873249 -8.312797  43.05417   6.564905  69.01410
## 4  20.87951    17.287515 -3.404080  20.98647  -7.567721  22.28976
## 5 -20.74728   -15.975724  5.877329 -14.44818 185.046478  20.64613
##     Carrying Run.Block Pass.Block   Jumping     Injury   Stamina
## 1 35.3697357 -37.52948 -45.311268 118.50308 -19.394352 36.696337
## 2  0.2163289  23.04360  22.383120 -18.56870   9.306836 -2.183553
## 3 17.2652432 -29.26043 -33.010959  73.01410 -13.571581 24.021420
## 4 11.3345301 -13.14663 -13.128703  31.89678  -4.263049 10.372705
## 5  2.5733714  25.02642   1.924963 -35.68135   3.948456 10.759214
##    Toughness   Trucking Elusiveness Ball.Carrier.Vision  Stiff.Arm
## 1 -13.040029 204.220896   152.26741           261.41337 224.137620
## 2  18.453420  -6.402455   -34.97279           -22.34537  -4.117537
## 3 -10.001587  96.521204   104.90277           138.10141 105.439356
## 4  -4.681994  35.041473    38.97958            52.28032  40.326078
## 5  26.843805 -18.961002   -36.78754           -31.42486 -14.000918
##   Spin.Move Juke.Move Impact.Block Spectactular.Catch Catch.In.Traffic
## 1 271.21245 280.29301    -2.958702         166.949907       131.639966
## 2 -33.58180 -32.03108    19.686047         -23.639195        -7.254205
## 3 140.91403 150.85151   -14.778412         111.150528        80.709982
## 4  54.27247  57.19876    -6.235020          39.766558        24.905739
## 5 -48.31327 -34.76384    -3.534408          -7.068339         8.896573
##   Route.Running   Release
## 1     100.82339 255.94463
## 2     -12.11833 -18.27930
## 3      82.74583 130.35641
## 4      20.31310  46.64068
## 5      89.38396 -14.11662
## 
## Clustering vector:
##               Speed        Acceleration            Strength 
##                   4                   4                   2 
##             Agility           Awareness            Catching 
##                   4                   5                   3 
##            Carrying           Run.Block          Pass.Block 
##                   4                   2                   2 
##             Jumping              Injury             Stamina 
##                   3                   2                   4 
##           Toughness            Trucking         Elusiveness 
##                   2                   1                   3 
## Ball.Carrier.Vision           Stiff.Arm           Spin.Move 
##                   1                   1                   1 
##           Juke.Move        Impact.Block  Spectactular.Catch 
##                   1                   2                   3 
##    Catch.In.Traffic       Route.Running             Release 
##                   3                   3                   1 
## 
## Within cluster sum of squares by cluster:
## [1] 82699.58 24999.95 93154.82 12399.13     0.00
##  (between_SS / total_SS =  91.1 %)
## 
## Available components:
## 
## [1] "cluster"      "centers"      "totss"        "withinss"    
## [5] "tot.withinss" "betweenss"    "size"         "iter"        
## [9] "ifault"
## [1] 0.1680250 0.2329170 0.1144132 0.1567759 0.0926276 0.2352413
## [1] 0.1903109 0.4297927 0.1713990 0.0000000 0.0000000 0.2084974
## [1] 0.18682586 0.06022658 0.09152703 0.14503765 0.22644325 0.28993962
## [1] 0.3777001 0.2189750 0.2633947 0.1399301 0.0000000
## [1] 1
## 
## Call:
## lm(formula = TEover ~ TEReduced[, 2] + TEReduced[, 3] + TEReduced[, 
##     4] + TEReduced[, 5] + TEReduced[, 6] + TEReduced[, 7] + TEReduced[, 
##     8] + TEReduced[, 9] + TEReduced[, 10] + TEReduced[, 11] + 
##     TEReduced[, 12] + TEReduced[, 13] + TEReduced[, 14] + TEReduced[, 
##     15] + TEReduced[, 16] + TEReduced[, 17] + TEReduced[, 18] + 
##     TEReduced[, 19] + TEReduced[, 20] + TEReduced[, 21] + TEReduced[, 
##     22] + TEReduced[, 23] + TEReduced[, 24], data = TEReduced)
## 
## Residuals:
##       Min        1Q    Median        3Q       Max 
## -0.052763 -0.019293 -0.001542  0.018034  0.064595 
## 
## Coefficients:
##                   Estimate Std. Error t value Pr(>|t|)    
## (Intercept)      1.077e-15  2.006e-03   0.000  1.00000    
## TEReduced[, 2]   7.139e-02  4.233e-03  16.865  < 2e-16 ***
## TEReduced[, 3]   4.133e-02  3.698e-03  11.175  < 2e-16 ***
## TEReduced[, 4]   7.345e-02  2.723e-03  26.977  < 2e-16 ***
## TEReduced[, 5]   4.974e-02  3.905e-03  12.737  < 2e-16 ***
## TEReduced[, 6]   3.378e-01  3.501e-03  96.463  < 2e-16 ***
## TEReduced[, 7]   1.377e-01  5.228e-03  26.344  < 2e-16 ***
## TEReduced[, 8]   2.639e-02  2.680e-03   9.844  < 2e-16 ***
## TEReduced[, 9]   1.659e-01  3.417e-03  48.546  < 2e-16 ***
## TEReduced[, 10]  6.611e-02  3.245e-03  20.373  < 2e-16 ***
## TEReduced[, 11]  4.445e-02  3.761e-03  11.819  < 2e-16 ***
## TEReduced[, 12] -5.733e-03  2.852e-03  -2.010  0.04623 *  
## TEReduced[, 13] -7.466e-03  2.418e-03  -3.088  0.00241 ** 
## TEReduced[, 14]  5.432e-02  5.359e-03  10.136  < 2e-16 ***
## TEReduced[, 15]  6.745e-02  3.983e-03  16.933  < 2e-16 ***
## TEReduced[, 16]  7.508e-02  6.204e-03  12.101  < 2e-16 ***
## TEReduced[, 17]  3.690e-02  5.127e-03   7.198 2.85e-11 ***
## TEReduced[, 18]  5.064e-02  8.209e-03   6.169 6.25e-09 ***
## TEReduced[, 19]  2.979e-02  9.060e-03   3.288  0.00126 ** 
## TEReduced[, 20]  8.048e-02  2.837e-03  28.369  < 2e-16 ***
## TEReduced[, 21]  1.069e-01  4.737e-03  22.573  < 2e-16 ***
## TEReduced[, 22]  1.669e-01  4.700e-03  35.509  < 2e-16 ***
## TEReduced[, 23]  2.137e-01  4.361e-03  49.006  < 2e-16 ***
## TEReduced[, 24]  7.592e-02  3.728e-03  20.366  < 2e-16 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 0.02631 on 148 degrees of freedom
## Multiple R-squared:  0.9994, Adjusted R-squared:  0.9993 
## F-statistic: 1.08e+04 on 23 and 148 DF,  p-value: < 2.2e-16
## K-means clustering with 3 clusters of sizes 3, 6, 14
## 
## Cluster means:
##        Speed Acceleration     Strength    Agility  Awareness   Catching
## 1  0.2720149    0.2817847  0.008644202  0.3223136  0.2494944  0.5685144
## 2 -0.3020732   -0.2613067  0.411265094 -0.3364851  0.2623628 -0.1586276
## 3  0.6253508    0.5840863 -0.069863336  0.6320917 -0.1119517  0.6414884
##      Carrying  Run.Block Pass.Block    Jumping    Stamina  Toughness
## 1 0.533225699 -0.1742733 -0.2268087  0.3376216  0.6028655  0.1080945
## 2 0.009074182  0.5074732  0.4511959 -0.2576447 -0.0367702  0.3532324
## 3 0.368580646 -0.3694652 -0.4082073  0.6722617  0.4306230 -0.1339397
##      Trucking Elusiveness Ball.Carrier.Vision   Stiff.Arm  Spin.Move
## 1  0.47247907   0.2507076           0.5058714  0.45177131  0.4282811
## 2 -0.04847497  -0.3457414          -0.1865342 -0.01981848 -0.2704873
## 3  0.68197599   0.5930003           0.7548546  0.68046197  0.7597994
##    Juke.Move Impact.Block Spectactular.Catch Catch.In.Traffic
## 1  0.4533435  -0.08586536          0.4929507       0.55384448
## 2 -0.2440755   0.42299163         -0.2316354      -0.06760087
## 3  0.7800128  -0.12494020          0.7295099       0.65383774
##   Route.Running    Release
## 1     0.5532301  0.4337787
## 2    -0.0326611 -0.1123519
## 3     0.4490700  0.6615722
## 
## Clustering vector:
##               Speed        Acceleration            Strength 
##                   3                   3                   2 
##             Agility           Awareness            Catching 
##                   3                   2                   3 
##            Carrying           Run.Block          Pass.Block 
##                   1                   2                   2 
##             Jumping             Stamina           Toughness 
##                   3                   1                   2 
##            Trucking         Elusiveness Ball.Carrier.Vision 
##                   3                   3                   3 
##           Stiff.Arm           Spin.Move           Juke.Move 
##                   3                   3                   3 
##        Impact.Block  Spectactular.Catch    Catch.In.Traffic 
##                   2                   3                   3 
##       Route.Running             Release 
##                   1                   3 
## 
## Within cluster sum of squares by cluster:
## [1] 1.289214 5.906649 5.839198
##  (between_SS / total_SS =  82.1 %)
## 
## Available components:
## 
## [1] "cluster"      "centers"      "totss"        "withinss"    
## [5] "tot.withinss" "betweenss"    "size"         "iter"        
## [9] "ifault"
## [1] 0.1099171 0.0000000 0.8900829
## [1] 0.10148672 0.46674220 0.22922597 0.09134496 0.00000000 0.11120015
##  [1] 0.07077838 0.04098166 0.04932077 0.13653941 0.04407536 0.05386217
##  [7] 0.06688151 0.07444720 0.03658899 0.05021319 0.02953892 0.10599901
## [13] 0.16549331 0.07528012

##          OVR       Speed Acceleration    Strength    Agility  Awareness
## 1  0.1194834 -0.12737631  -0.06344743  0.53423004 -0.3752784 -0.1980070
## 2 -1.6054881 -1.34575916  -1.21858441 -0.06650454 -1.1569584  0.3040927
## 3  1.2396456  0.81728003   0.72590482 -0.24622395  0.9475679  0.7971024
## 4 -0.1108812  0.74472672   0.56379489 -0.64496140  0.7987799 -0.6587450
## 5  0.9947508  0.03147894   0.10291581 -0.05020998  0.3216782  0.8702097
##     Catching     Carrying  Run.Block Pass.Block     Jumping      Injury
## 1 -0.1238678  0.269330113  0.4425665  0.4580142 -0.04733347  0.01738982
## 2 -1.5795996 -1.079801377  0.7862929  0.8751929 -1.47575123  0.48622486
## 3  1.2794571 -0.096096857 -0.5007758 -0.6956685  0.79535565 -1.29730323
## 4  0.2590699 -0.003193835 -0.8822864 -0.7926541  0.56740771 -0.05382563
## 5  0.9297438  0.703099951 -0.2272018 -0.4143080  0.33324793  0.45655176
##        Stamina   Toughness   Trucking Elusiveness Ball.Carrier.Vision
## 1 -0.004383440  0.25606900  0.3751342  -0.2680281           0.1184199
## 2 -1.107404878  0.17787836 -1.8756822  -1.2880406          -1.8852217
## 3  0.683647817 -0.01696806  0.5829731   0.6851342           0.6558974
## 4  0.002307473 -0.86392146  0.2061483   0.8792918           0.4834145
## 5  0.931854760  0.72400705  0.4734161   0.2210189           0.6549364
##     Stiff.Arm   Spin.Move   Juke.Move Impact.Block Spectactular.Catch
## 1  0.40291003  0.05557562  0.07075145   0.62955802        -0.05003474
## 2 -1.82115912 -1.88382754 -1.96147659   0.08329358        -1.76612158
## 3  0.55627921  0.61934019  0.66046390  -0.50033186         1.02193595
## 4  0.07565818  0.66445275  0.65940458  -0.60452074         0.49845251
## 5  0.59865826  0.51212061  0.54620824  -0.41563909         0.68312912
##   Catch.In.Traffic Route.Running    Release
## 1        0.2123468    -0.2035597  0.2466308
## 2       -1.7790563    -0.9879172 -1.8211015
## 3        0.8498807     1.4581900  0.7398844
## 4        0.1158824    -0.1454659  0.2615913
## 5        0.8051592     1.0480874  0.5543620

##         Speed Acceleration   Strength     Agility  Awareness   Catching
## 1 -0.27650036  -0.20151229  0.4045407 -0.48124294 -0.3034511 -0.1976212
## 2 -0.42095470  -0.33378733  1.0018881 -0.19847347  1.4426615 -0.5621112
## 3  0.05070678   0.04248269 -0.2940241  0.09184208  0.4943519  0.5860695
## 4  0.74720188   0.55038385 -0.6558409  0.74849871 -0.7365011  0.1317925
## 5 -0.14849346  -0.08950477 -1.0212949  0.18814079  0.3932267  0.7440733
##      Carrying  Run.Block Pass.Block      Jumping      Injury     Stamina
## 1  0.15798677  0.2942790  0.3337546 -0.140617730 -0.06116235 -0.06169929
## 2 -0.09490775  1.9337040  1.9994284 -0.593308144  1.60274413 -0.03731019
## 3 -0.16289285 -0.5690754 -0.7548737  0.269372846 -2.49696091  0.13080626
## 4 -0.17759818 -0.9203585 -0.8436943  0.512162027 -0.23095170 -0.04343996
## 5  0.06479773 -1.1575172 -1.4206236  0.003777047 -0.06757306  0.25797345
##     Toughness    Trucking Elusiveness Ball.Carrier.Vision   Stiff.Arm
## 1  0.18315039  0.23904004  -0.4198903          0.02562351  0.27874273
## 2  1.24099680 -0.81731749  -0.2323502         -0.86692951 -0.79265436
## 3  0.04549713  0.21942279  -0.4881321         -0.09157057  0.19119215
## 4 -0.84314985  0.12495885   0.7216400          0.36528156  0.02454644
## 5 -0.42559159 -0.09540865   0.3837858          0.29998117 -0.03345434
##     Spin.Move   Juke.Move Impact.Block Spectactular.Catch Catch.In.Traffic
## 1 -0.06784741 -0.05866631    0.4131739         -0.1734513       0.11812082
## 2 -0.87933110 -0.93160537    1.2076807         -0.7379035      -0.72260940
## 3  0.01865567  0.04692298   -0.4122079          0.6656848       0.48353477
## 4  0.54202825  0.54402461   -0.6874328          0.3464493      -0.07833217
## 5  0.19550491  0.21315539   -1.1782672          0.4159898       0.43663504
##   Route.Running     Release
## 1   -0.30665890  0.12081611
## 2    0.09416794 -0.77507254
## 3    0.88496554  0.17392185
## 4   -0.24933462  0.20097359
## 5    0.88847149  0.08888568

##          OVR      Speed Acceleration    Strength    Agility   Awareness
## 1  0.2418639 -0.2368963   -0.1381670  0.57198491 -0.4710998  0.09376788
## 2 -1.6054881 -1.3457592   -1.2185844 -0.06650454 -1.1569584  0.30409269
## 3  0.6346542  0.6018801    0.5476288 -0.83718628  0.6783212  0.54732551
## 4 -0.2319870  0.6456620    0.4478642 -0.29841781  0.6342864 -1.04203491
## 5  1.7361607  0.3467266    0.4344666  0.74007616  0.8555777  1.11947669
##      Catching     Carrying  Run.Block  Pass.Block     Jumping     Stamina
## 1 -0.05712200  0.296774505  0.4869108  0.46624652 -0.08166679  0.03968726
## 2 -1.57959955 -1.079801377  0.7862929  0.87519285 -1.47575123 -1.10740488
## 3  0.77877113  0.056890185 -0.9281595 -1.10917193  0.52967240  0.43770638
## 4  0.09437547 -0.009581505 -0.5870876 -0.33988189  0.51348583 -0.06375912
## 5  1.54215998  0.992484211  0.4313125 -0.08108571  0.57888613  1.45668342
##    Toughness   Trucking Elusiveness Ball.Carrier.Vision  Stiff.Arm
## 1  0.3509649  0.3762761  -0.3898609           0.0766052  0.4181110
## 2  0.1778784 -1.8756822  -1.2880406          -1.8852217 -1.8211591
## 3 -0.0925889  0.2571015   0.8893833           0.5847452  0.2466317
## 4 -0.7378121  0.2975831   0.6289373           0.4307993  0.1851233
## 5  0.8085976  0.8373372   0.2318867           0.9319580  0.9423010
##      Spin.Move   Juke.Move Impact.Block Spectactular.Catch
## 1 -0.002104026  0.04332402   0.63624602        -0.07540191
## 2 -1.883827537 -1.96147659   0.08329358        -1.76612158
## 3  0.706229183  0.69879819  -0.90232117         0.80552308
## 4  0.561167408  0.52580657  -0.23496247         0.39380384
## 5  0.511464009  0.62338756   0.03161841         0.91991745
##   Catch.In.Traffic Route.Running    Release
## 1        0.2599086   -0.06554268  0.2498858
## 2       -1.7790563   -0.98791716 -1.8211015
## 3        0.4557978    0.97070959  0.4123745
## 4        0.1420305   -0.41426390  0.2951669
## 5        1.1921618    1.51235452  0.9049329

##         Speed Acceleration   Strength    Agility  Awareness    Catching
## 1 -0.04223557  -0.01658071  0.2676876 -0.3213663 -0.6346255 -0.19224941
## 2 -0.41752404  -0.29430419  1.0828196 -0.3098142  1.3583698 -0.54038828
## 3  0.21390102   0.23667440 -1.2356047  0.4464475  0.2651438  0.61464027
## 4  0.75363332   0.53780651 -0.3807660  0.7485139 -0.9266516  0.04590917
## 5 -0.84992216  -0.78936049  0.5067953 -0.7032187  0.6325599  0.12221742
##       Carrying   Run.Block Pass.Block     Jumping    Stamina  Toughness
## 1  0.126076032  0.22683460  0.4078489  0.04281203 -0.1057249 -0.1062288
## 2 -0.029721210  1.90525923  1.8613360 -0.67675756 -0.1911772  1.2110754
## 3  0.004006693 -1.11264204 -1.2714187  0.20172509  0.2352774 -0.6035521
## 4 -0.301365395 -0.85193268 -0.8307270  0.51659775 -0.2314769 -0.7513654
## 5  0.196976179 -0.03734688 -0.1839599 -0.29682512  0.4953221  0.7483129
##     Trucking Elusiveness Ball.Carrier.Vision   Stiff.Arm   Spin.Move
## 1  0.2230199  -0.2080996        0.0742447296  0.26595428  0.02816699
## 2 -0.6568561  -0.3192104       -0.8335754594 -0.67190278 -0.89125037
## 3 -0.0290970   0.5075953        0.3274456412 -0.01935123  0.34948595
## 4  0.1459624   0.6795098        0.2837178673  0.03005901  0.50750900
## 5  0.2066373  -0.9666554       -0.0001997552  0.28724561 -0.19316492
##     Juke.Move Impact.Block Spectactular.Catch Catch.In.Traffic
## 1 -0.02265488   0.34702885        -0.02566244       0.07387441
## 2 -0.87880093   1.28572657        -0.72364685      -0.62233008
## 3  0.36238425  -1.18230122         0.54626208       0.28085142
## 4  0.49908772  -0.44836922         0.27594438      -0.10306139
## 5 -0.09398314   0.03532052        -0.27274986       0.38660990
##   Route.Running     Release
## 1   -0.49364928  0.08552923
## 2    0.04188324 -0.68921022
## 3    0.73088992  0.13123625
## 4   -0.38711401  0.18857872
## 5    0.51790433  0.25148494

##      Overall     Routes   Blocking Speed And Skill
## 1 -0.4897011 -0.7970674 -0.6896696      0.19752783
## 2  0.3662960  0.1521897  0.5735209     -0.08527354
## 3  1.5673906  1.4453995  0.5272672      0.83781081
## 4 -1.7500454 -1.1375028  0.3470230     -1.71790997
## 5  0.2966389  0.4774362 -0.3753932      0.45130092

##         Routes   Blocking Speed And Skill
## 1  0.134762296 -0.4954373       0.3606750
## 2 -0.313410460  1.2707927      -0.9573822
## 3  0.652075651 -0.7706840       0.1186084
## 4 -0.523493870 -0.1011435       0.6246373
## 5  0.001658614  0.2665688      -0.2682275

##      Overall Power Running   Blocking    Catching Speed Running  Awareness
## 1  0.2955388     0.1382339  0.5520340 -0.06111733    -0.2838451  0.4067837
## 2 -1.6623283    -1.9150926  0.4752214 -1.48101253    -1.2211864  0.2647912
## 3  1.6280294     0.6799429  0.2665738  1.08635381     0.5326136  1.2294203
## 4 -0.3509873     0.3485147 -0.1636429 -0.02739188     0.2931539 -1.2889342
## 5  0.4775682     0.4327958 -0.8278468  0.59176225     0.5237936  0.3538516

##   Power Running    Blocking   Catching Speed Running  Awareness
## 1    0.04004078  0.81107370 -0.2913303    -0.1728357 -0.3869485
## 2   -1.28805695  1.28695281 -0.6992120    -0.7007988  1.4011150
## 3    0.16487243 -1.01876255  0.4197004     0.2171727  0.2170170
## 4    0.53088232 -0.29789134  0.2159352     0.6565795 -1.1055057
## 5   -0.05917298  0.04358938 -0.0735373    -0.5185638  0.6076847
##                               Routes     Blocking Speed And Skill
## Garrett Graham           0.531226965 -0.550678659     0.019451693
## Michael Hoomanawanui    -0.055241966  0.702319655    -0.647077689
## Marcedes Lewis          -0.143927088  0.574039886    -0.430112798
## Brandon Pettigrew        0.201914586  0.056783914    -0.258698500
## Cameron Clear           -0.652800484  0.231546795     0.421253688
## Carson Tinker            0.065718567  1.191149860    -1.256868427
## Nick O'Leary             0.335916675 -0.499905697     0.163989022
## Ryan Griffin             0.165603643 -0.122116401    -0.043487242
## Craig Stevens           -0.162475417  0.868240357    -0.705764939
## Clive Walford           -0.127829814 -0.400142748     0.527972562
## Kyle Rudolph             0.340980935 -0.429200834     0.088219899
## Dwayne Allen            -0.439002911  0.649672329    -0.210669419
## Asante Cleveland        -0.315684437  0.171491470     0.144192967
## Tim Wright               0.278575009 -0.580956032     0.302381023
## Travis Kelce             0.009151707 -0.034438532     0.025286825
## Larry Donnell            0.531361976 -0.538782959     0.007420983
## RaShaun Allen           -0.144729699 -0.719954750     0.864684449
## Fred Davis               0.514257292 -0.661248235     0.146990943
## Ladarius Green           0.357302667 -0.799206585     0.441903918
## Brian Leonhardt         -0.227217553  0.523729053    -0.296511500
## Kellen Davis             0.048418339  0.156084567    -0.204502906
## Kennard Backman         -0.412471096 -0.706847402     1.119318498
## Chris Gragg              0.005326891 -0.637621765     0.632294874
## Gary Barnidge            0.479403604 -0.001570802    -0.477832802
## Niles Paul               0.187898289 -0.758004589     0.570106300
## Busta Anderson           0.741177206 -1.248864555     0.507687349
## Demetrius Harris        -0.271151882 -0.681987206     0.953139088
## Lance Kendricks          0.196006286 -0.393816443     0.197810158
## MyCole Pruitt           -0.104520128 -0.933430607     1.037950735
## Gerald Christian        -0.511372072 -0.336418862     0.847790934
## Jake McQuaide           -0.225105223  1.138473700    -0.913368478
## Jim Dray                -0.087321740  0.409715714    -0.322393975
## Martellus Bennett        0.223898720  0.077134342    -0.301033062
## Charles Clay             0.710993249 -0.584328686    -0.126664563
## Beau Brinkley           -0.170811314  0.303437161    -0.132625847
## Brad Smelley             0.356970932 -0.061381456    -0.295589476
## Jacob Tamme              0.633072650 -0.685967334     0.052894684
## Dion Sims               -0.119425850 -0.130717488     0.250143338
## A.J. Derby               0.013351992 -0.855352580     0.842000588
## Kyle Miller             -0.353864194  0.441832177    -0.087967984
## Jordan Thompson          0.143647437 -0.417691547     0.274044111
## Cooper Helfet            0.413347550 -0.772378268     0.359030718
## Delanie Walker           0.199294169  0.311377908    -0.510672077
## Daniel Fells             0.366102006  0.180728782    -0.546830788
## Trey Burton              0.589985736 -1.164475521     0.574489785
## Jake Murphy             -0.043871511 -0.539036397     0.582907908
## James Winchester        -0.110674445  0.053181108     0.057493336
## Zach Ertz                0.715572894 -0.684539754    -0.031033140
## Brandon Myers            0.910289340 -0.887314627    -0.022974713
## Maxx Williams            0.261110226 -0.885848031     0.624737805
## Konrad Reuland          -0.326143800  0.540980931    -0.214837130
## Rob Blanchflower         0.022373448 -0.185036445     0.162662997
## Chris Pantale           -0.126979231 -0.348376291     0.475355523
## Arthur Lynch             0.253655365 -0.331243623     0.077588258
## Alex Bayer              -0.551927278  0.297029980     0.254897298
## Luke Stocker            -0.110372845  0.231446869    -0.121074025
## Chase Ford               0.022840012 -0.254459190     0.231619178
## Scott Chandler           0.192812273  0.183290319    -0.376102592
## Taylor Thompson         -0.652382966  0.318334522     0.334048443
## Luke Willson             0.186163451 -0.223499491     0.037336040
## Rob Housler              0.274823474 -0.584014788     0.309191314
## Geoff Swaim             -0.584994184  0.221437983     0.363556201
## Blake Annen             -0.332335204 -0.406206670     0.738541874
## Jack Doyle              -0.269849242  0.423267380    -0.153418139
## Matt Spaeth              0.566816056  0.216967437    -0.783783493
## John Phillips            0.555349035 -0.137031853    -0.418317183
## Greg Olsen               0.484719994 -0.321483413    -0.163236581
## Dominique Jones          0.423570821 -0.538393301     0.114822481
## Jake Stoneburner        -0.012945371 -0.450223629     0.463169000
## Allen Reisner           -0.090487597  0.093389271    -0.002901675
## Sean McGrath            -0.013446156 -0.018233831     0.031679987
## Ifeanyi Momah           -0.458366389 -0.510250270     0.968616659
## Dennis Pitta             0.894538466 -0.777956001    -0.116582465
## Jace Amaro               0.303773418 -0.689801797     0.386028379
## Tyler Eifert             0.332536001 -0.705661041     0.373125040
## Jeff Heuerman           -0.652318649  0.136467394     0.515851255
## Zach Sudfeld             0.216625834 -0.503655393     0.287029559
## Richard Gordon          -0.357986744  0.541785250    -0.183798506
## Jordan Cameron           0.569177836 -0.933732207     0.364554372
## Tyler Kroft              0.609762244 -1.050322290     0.440560047
## J.J. Jansen             -0.264473085  1.666462562    -1.401989476
## Jason Witten             0.898013735 -0.318531873    -0.579481862
## C.J. Fiedorowicz        -0.134238547 -0.217277305     0.351515852
## Zach Miller              0.439490126 -0.745508703     0.306018576
## Joseph Fauria            0.301673762 -0.437701029     0.136027267
## Jesse James             -0.540647161 -0.419313264     0.959960425
## Crockett Gillmore        0.235357529 -0.314656460     0.079298931
## Rob Gronkowski           0.566151204 -0.501950186    -0.064201018
## Coby Fleener             0.683174014 -0.925363890     0.242189876
## Josh Hill                0.296529209 -0.421690189     0.125160981
## Dante Rosario            0.711285020 -0.129251544    -0.582033476
## Mickey Shuler           -0.141732317  0.156145004    -0.014412686
## Levine Toilolo          -0.776409688  0.820179161    -0.043769473
## Adrien Robinson         -0.359205794 -0.247754634     0.606960428
## Eric Ebron               0.059249267 -0.588706474     0.529457207
## Derek Carrier           -0.699095848 -0.259177588     0.958273436
## Richard Rodgers         -0.295682233 -0.260922574     0.556604808
## Antonio Gates            0.790688145 -0.778375570    -0.012312574
## Julius Thomas            1.025893964 -1.050704912     0.024810949
## Brandon Williams         0.014098856 -0.205503939     0.191405083
## Clay Harbor              0.177211293 -0.305614760     0.128403467
## Emil Igwenagu           -0.594531432  0.381646424     0.212885008
## Logan Paulsen           -0.010008981  0.454292480    -0.444283499
## Jared Cook               0.271399090 -0.354920470     0.083521379
## Mike Leach               0.134977626  0.977001567    -1.111979194
## Erik Swoope              0.251954073 -1.075201580     0.823247507
## Thomas Gafford          -0.022426842  0.811036608    -0.788609766
## Blake Bell              -0.248569112 -0.487531299     0.736100411
## Jon Condo               -0.634452160  1.650215452    -1.015763291
## Troy Niklas              0.057912817 -0.250408330     0.192495513
## Ted Bolser              -0.203807951  0.137043136     0.066764815
## Nick Boyle              -0.784290568  0.328220627     0.456069941
## Morgan Cox              -0.038331697  1.189506279    -1.151174581
## Clint Gresham           -0.171465279  1.192730104    -1.021264825
## Jon Weeks               -0.318013018  1.187189650    -0.869176632
## Clark Harris             0.412536553  0.474814823    -0.887351376
## Cullen Loeffler         -0.034430145  1.222205982    -1.187775837
## Kevin McDermott         -0.105914266  0.726527704    -0.620613438
## Matt Overton            -0.225059152  1.133470719    -0.908411567
## L.P. LaDouceur          -0.539775247  1.711878964    -1.172103717
## John Denney             -0.331279904  1.675268743    -1.343988839
## Anthony McCoy            0.238080464 -0.308738160     0.070657696
## Brandon Bostick          0.343626523 -0.580152031     0.236525507
## Tony Moeaki              0.805315067 -0.763852334    -0.041462733
## Orson Charles           -0.524559680  0.319330589     0.205229091
## Randall Telfer          -0.276215592 -0.338845824     0.615061416
## Zak DeOssie             -0.160771233  1.076253473    -0.915482240
## Justice Cunningham      -0.464324681 -0.050703878     0.515028558
## Gavin Escobar            0.495906222 -0.993857271     0.497951049
## Lee Smith               -1.214480834  1.316373375    -0.101892541
## Marcel Jensen           -0.263006593 -0.169572350     0.432578943
## C.J. Uzomah             -0.695049770 -0.149809562     0.844859331
## Ed Dickson               0.079274373 -0.077705591    -0.001568783
## Jeff Cumberland          0.042923349  0.162325225    -0.205248574
## David Ausberry           0.010264363 -0.238975680     0.228711318
## Austin Seferian-Jenkins  0.185577332 -0.582059112     0.396481780
## Garrett Celek           -0.285391255  0.339376069    -0.053984813
## Andrew Quarless          0.350051489  0.016037481    -0.366088970
## Emmanuel Bibbs           0.398179951 -1.030056625     0.631876674
## Jordan Reed              0.874794463 -1.088235824     0.213441361
## Owen Daniels             0.712984144 -0.551067435    -0.161916708
## Brent Celek              0.010195240  0.505109599    -0.515304839
## Tanner Purdum           -0.158136726  1.004814130    -0.846677404
## Vance McDonald          -0.854678783  0.679991575     0.174687208
## Darren Fells            -0.231993227 -0.020698096     0.252691323
## Benjamin Watson          0.140555079 -0.046002490    -0.094552589
## Dave Paulson            -0.923462312  0.214643216     0.708819096
## Joe Cardona             -0.432489902  0.851280942    -0.418791041
## Justin Perillo          -0.336003653 -0.392008161     0.728011814
## Ben Koyack              -0.579296412 -0.035412652     0.614709064
## Kyle Nelson             -0.040252607  1.093708492    -1.053455886
## Eric Tomlinson          -0.943464650  0.364992237     0.578472414
## James O'Shaughnessy     -0.397762991 -0.658117610     1.055880600
## Wes Saxton              -0.732858377 -0.502873051     1.235731428
## Justin Drescher         -0.548455112  1.603137864    -1.054682751
## Mike Windt              -0.606656131  1.581892397    -0.975236266
## Josh Harris             -0.277472048  0.810445417    -0.532973370
## Don Muhlbach            -0.482059700  2.040612456    -1.558552755
## Charley Hughlett        -0.535827169  1.124572714    -0.588745545
## Aaron Brewer            -0.382786517  1.226709390    -0.843922874
## Jimmy Graham             0.857613312 -0.785271968    -0.072341344
## Anthony Fasano           0.426078607  0.343067617    -0.769146224
## Evan Rodriguez           0.538134053 -0.768083872     0.229949819
## Rhett Ellison           -0.420355360  0.516803002    -0.096447641
## Heath Miller             0.280351821  0.286206733    -0.566558554
## Michael Egnew            0.029189985 -0.679029038     0.649839053
## Mychal Rivera            0.550801256 -0.648511163     0.097709907
## Virgil Green            -0.312822826  0.305908420     0.006914406
## James Hanna             -0.403490908  0.005362560     0.398128349
## Vernon Davis            -0.117129799  0.153482295    -0.036352496
## Andrew DePaola          -0.297085880  0.649924686    -0.352838806
## Jon Dorenbos            -0.542693011  1.695979171    -1.153286160
##                         Power Running     Blocking     Catching
## Garrett Graham           -0.117551442 -1.121818544  0.731582629
## Michael Hoomanawanui     -0.741369615  1.003740064 -0.302611129
## Marcedes Lewis           -0.002988940  0.183986273 -0.354512453
## Brandon Pettigrew         0.346940668 -0.430281623 -0.090759853
## Cameron Clear             0.482407015  1.436903567 -0.117498915
## Carson Tinker            -1.797981614  1.242697009 -0.801548901
## Nick O'Leary              0.404498108 -0.412259120  0.552638912
## Ryan Griffin              0.265863766 -0.075812292 -0.011229175
## Craig Stevens            -0.405407120  1.192594533 -0.727179985
## Clive Walford             0.485914972 -0.174294007  0.305497971
## Kyle Rudolph              0.550627043 -0.715468179  0.295026704
## Dwayne Allen             -0.166043644  1.154341883 -0.146369562
## Asante Cleveland          0.546213846  0.630833939 -0.353332769
## Tim Wright                0.287866386 -1.178713265  0.336639398
## Travis Kelce             -0.016286052  0.771783650  0.303178870
## Larry Donnell             0.353925535 -0.752248664  0.841881269
## RaShaun Allen             0.653288242 -0.608927917  0.347418499
## Fred Davis                0.329423341 -1.450012270  0.349816046
## Ladarius Green            0.146004597 -1.398429443  0.345200791
## Brian Leonhardt           0.150014894  1.046417747 -0.167752046
## Kellen Davis             -0.003273411 -0.056357882 -0.299527216
## Kennard Backman           0.704567742 -0.752381186  0.324371384
## Chris Gragg               0.511126845 -0.469739652  0.203811742
## Gary Barnidge            -0.624390125 -0.081420776  0.111169901
## Niles Paul                0.414567403 -1.625405677  0.251796580
## Busta Anderson            0.748529046 -0.740504974  0.640690335
## Demetrius Harris          0.532188518 -0.879240280  0.194846521
## Lance Kendricks           0.195697726 -0.909062817  0.308794114
## MyCole Pruitt             0.699659186 -0.706965796  0.683387542
## Gerald Christian          0.735859198 -0.021056954  0.017208146
## Jake McQuaide            -1.421919078  1.354612931 -0.674001822
## Jim Dray                 -0.139261491  0.401918889 -0.283636254
## Martellus Bennett        -0.265660525  0.255083581  0.144206551
## Charles Clay             -0.113315341 -0.934914375  0.523861695
## Beau Brinkley            -0.164816692  1.047444569 -0.337118379
## Brad Smelley              0.154888351  0.273989699 -0.114067256
## Jacob Tamme               0.293798276 -1.692997962  0.280757365
## Dion Sims                 0.339741871  0.133056450  0.041457085
## A.J. Derby                0.742533807 -0.564114596  0.300882505
## Kyle Miller               0.007771708  0.253360119 -0.486920894
## Jordan Thompson           0.553152716 -0.224576492  0.249396229
## Cooper Helfet             0.090302676 -1.161253256  0.736951069
## Delanie Walker           -0.465960298  0.609181426 -0.086457076
## Daniel Fells             -0.287692828  0.450754763  0.276663069
## Trey Burton               0.407112594 -1.445637054  0.555038541
## Jake Murphy               0.578886722  0.008281838  0.414135096
## James Winchester         -0.471004989 -0.208201035 -0.568561354
## Zach Ertz                 0.140030910 -0.712554654  0.509659975
## Brandon Myers             0.315535486 -1.602656816  0.761172219
## Maxx Williams             0.463659954 -0.559974069  0.684339060
## Konrad Reuland            0.050744546  0.211164036 -0.524952011
## Rob Blanchflower          0.486776951  0.703030256  0.150691111
## Chris Pantale             0.817264505  0.025978783  0.181772966
## Arthur Lynch              0.270535674  0.411005093  0.109664095
## Alex Bayer               -0.170687101  0.652841265 -0.092786345
## Luke Stocker              0.353337070  0.040928012 -0.545219494
## Chase Ford                0.191375458 -0.389327617  0.116734895
## Scott Chandler           -0.243493836 -0.280215685  0.163659348
## Taylor Thompson           0.329280984  0.582871142 -0.627023289
## Luke Willson             -0.300761376 -0.402257399  0.085964073
## Rob Housler               0.205241893 -1.590366397  0.128971318
## Geoff Swaim               0.314397203  1.115786366 -0.591430755
## Blake Annen               0.390932521 -0.121494343 -0.101624150
## Jack Doyle                0.057130257  0.903647278 -0.133436638
## Matt Spaeth              -0.103420270  0.701769008  0.246731219
## John Phillips             0.123601016 -0.211333032  0.036166992
## Greg Olsen               -0.410421878 -0.790990561  0.623572580
## Dominique Jones           0.513751749 -0.376682164  0.292471974
## Jake Stoneburner          0.574645736 -0.264611012  0.017023318
## Allen Reisner             0.381957701 -0.055908772 -0.095960617
## Sean McGrath              0.122309629 -0.403040219 -0.014159263
## Ifeanyi Momah             0.778245148 -0.720378647  0.160372466
## Dennis Pitta             -0.011886013 -1.299235311  0.898997246
## Jace Amaro                0.474438692 -0.757387224  0.476898283
## Tyler Eifert              0.282076425 -0.497343826  0.589694472
## Jeff Heuerman             0.355904040  0.415288939 -0.156777665
## Zach Sudfeld              0.384976295 -0.844508973  0.193494901
## Richard Gordon            0.145110193  0.495812673 -0.732901539
## Jordan Cameron            0.105836516 -1.519020974  0.797346498
## Tyler Kroft               0.555658207 -0.727397236  0.774939623
## J.J. Jansen              -1.698981634  1.820510030 -0.734377009
## Jason Witten             -0.155132108 -0.865124098  0.695273732
## C.J. Fiedorowicz          0.351872262  0.269323253  0.080982582
## Zach Miller               0.337299378 -1.351656412  0.236177899
## Joseph Fauria            -0.128184533 -0.447608423  0.593908615
## Jesse James               0.692890859 -0.075847713  0.236057219
## Crockett Gillmore         0.130666991 -0.003783773  0.406405290
## Rob Gronkowski            0.046600898 -0.561861852  0.722839711
## Coby Fleener              0.031636579 -1.391397750  0.710212376
## Josh Hill                 0.001837167 -0.565557630  0.344084439
## Dante Rosario            -0.268653262 -0.168472007  0.398950379
## Mickey Shuler             0.217587352  0.116305068 -0.388169983
## Levine Toilolo            0.022605679  0.609933743 -0.689621068
## Adrien Robinson           0.382369369 -0.280486645 -0.226466999
## Eric Ebron                0.385739953 -0.863336914  0.128467197
## Derek Carrier             0.347971724 -0.777478213 -0.250610335
## Richard Rodgers           0.302420265 -0.798896981  0.248754433
## Antonio Gates             0.329811941 -2.102015401  0.805532402
## Julius Thomas             0.079728661 -1.232908811  0.983639908
## Brandon Williams          0.166762720  0.235935792 -0.075354065
## Clay Harbor              -0.068768290 -0.723403193  0.233916325
## Emil Igwenagu            -0.098046012  0.534390172  0.050315759
## Logan Paulsen             0.013312186  0.395779638 -0.290417905
## Jared Cook                0.229869266 -0.801064212  0.084078500
## Mike Leach               -0.537510504  1.023900957 -0.477387843
## Erik Swoope               0.867906323 -0.647711863  0.473299182
## Thomas Gafford           -0.116754643  1.480843287 -0.528414175
## Blake Bell                0.943995070  0.219237247 -0.087295574
## Jon Condo                -1.767762971  1.178526505 -0.813573767
## Troy Niklas               0.411960218  0.644681036  0.222899296
## Ted Bolser               -0.062803373  0.486434185 -0.112006575
## Nick Boyle                0.441189948  1.297646672 -0.216792435
## Morgan Cox               -1.422501947  0.953596987 -0.754091276
## Clint Gresham            -1.616251514  0.828483616 -0.482244666
## Jon Weeks                -1.176689337  0.752748352 -0.662952753
## Clark Harris             -0.988274949  0.912297418 -0.075505330
## Cullen Loeffler          -0.285056818  1.637870201 -0.411812861
## Kevin McDermott          -0.639450114  1.221807706 -0.469536057
## Matt Overton             -0.637523600  1.646608413 -0.854368776
## L.P. LaDouceur           -1.447567111  1.374589185 -0.716719133
## John Denney              -1.838441289  1.372070322 -0.497326029
## Anthony McCoy             0.165734150 -0.707158090  0.276861250
## Brandon Bostick           0.349279791 -0.804562556  0.140576169
## Tony Moeaki              -0.205782782 -1.342464832  0.752129218
## Orson Charles             0.351995365  0.335616677 -0.350557081
## Randall Telfer            0.690152726  0.454818257  0.101185450
## Zak DeOssie              -1.856714555  0.817877398 -0.896358672
## Justice Cunningham        0.414390914  0.345811910  0.155009474
## Gavin Escobar             0.322700628 -1.319258241  0.991026464
## Lee Smith                 0.036676872  1.772019622 -0.919192919
## Marcel Jensen             0.507205413  0.374329359  0.034245388
## C.J. Uzomah               0.466450796  0.355777995 -0.267768590
## Ed Dickson                0.024088637 -0.643088659 -0.032423572
## Jeff Cumberland          -0.112642394 -0.562856753 -0.462727816
## David Ausberry            0.239231058 -0.611950095 -0.107612819
## Austin Seferian-Jenkins   0.438618734  0.331837325  0.451481922
## Garrett Celek            -0.020519775  0.379852048 -0.301448400
## Andrew Quarless          -0.581585114 -0.005789657  0.221371747
## Emmanuel Bibbs            0.593491861 -0.470943455  0.847262230
## Jordan Reed               0.244520660 -1.673240391  1.012959508
## Owen Daniels              0.095377321 -1.358617106  0.671677956
## Brent Celek              -0.115215884  0.544783827 -0.108995890
## Tanner Purdum             0.212192119  2.146829664 -0.862211585
## Vance McDonald            0.285407362  1.026133095 -0.686045180
## Darren Fells              0.446308207  0.211259777  0.053593402
## Benjamin Watson           0.385907582 -0.724261060 -0.027944769
## Dave Paulson              0.101078107 -0.223505201 -0.031061087
## Joe Cardona              -0.675678912  1.379369372 -1.011713490
## Justin Perillo            0.539059631 -0.620509656  0.152453276
## Ben Koyack                0.113098688  0.617731964  0.036721555
## Kyle Nelson              -1.647371612  1.128180621 -1.077834997
## Eric Tomlinson            0.143396587  1.378615908 -0.049827095
## James O'Shaughnessy       0.635895062 -0.730121323  0.342483500
## Wes Saxton                1.052344957 -0.392061972  0.067552758
## Justin Drescher          -1.485217438  1.505377393 -0.575476406
## Mike Windt               -1.676660685  1.693427107 -0.673660927
## Josh Harris              -0.815638825  1.208337612 -0.833351342
## Don Muhlbach             -0.877469647  2.282252377 -1.478375606
## Charley Hughlett         -1.237575961  1.042532491 -0.813855419
## Aaron Brewer             -0.664350672  1.371347155 -0.911227524
## Jimmy Graham             -0.095369294 -1.303836376  0.667702737
## Anthony Fasano           -0.262964028  0.399901602 -0.007448908
## Evan Rodriguez            0.345498647 -0.826215519  0.462427977
## Rhett Ellison            -0.169723423  0.560501611 -0.491264542
## Heath Miller             -0.039687578  0.039242164  0.100790712
## Michael Egnew             0.508245603 -1.515645068  0.199441176
## Mychal Rivera             0.442100788 -1.175950306  0.551196006
## Virgil Green             -0.292849520  0.243036182 -0.279690368
## James Hanna              -0.078438147 -0.607220408 -0.322157382
## Vernon Davis              0.198277252 -0.531867010 -0.617728941
## Andrew DePaola           -1.157423563  0.687375254 -0.364874185
## Jon Dorenbos             -1.514060384  1.369715309 -0.697353381
##                         Speed Running   Awareness
## Garrett Graham           -0.152272507  0.66005986
## Michael Hoomanawanui     -0.503820391  0.54406107
## Marcedes Lewis           -0.906077653  1.07959277
## Brandon Pettigrew        -0.665331855  0.83943266
## Cameron Clear            -0.237877095 -1.56393457
## Carson Tinker             0.064768634  1.29206487
## Nick O'Leary             -0.336511279 -0.20836662
## Ryan Griffin             -0.108609348 -0.07021295
## Craig Stevens            -0.529942682  0.46993525
## Clive Walford             0.186266786 -0.80338572
## Kyle Rudolph             -0.311916867  0.18173130
## Dwayne Allen             -0.893819603  0.05189093
## Asante Cleveland         -0.156007306 -0.66770771
## Tim Wright                0.381454173  0.17275331
## Travis Kelce             -0.324775613 -0.73390085
## Larry Donnell            -0.889445666  0.44588753
## RaShaun Allen             0.823658384 -1.21543721
## Fred Davis                0.281274997  0.48949789
## Ladarius Green            1.069705591 -0.16248154
## Brian Leonhardt          -1.082219039  0.05353844
## Kellen Davis              0.005399659  0.35375885
## Kennard Backman           1.015857879 -1.29241582
## Chris Gragg               0.860920657 -1.10611959
## Gary Barnidge             0.060970685  0.53367031
## Niles Paul                0.938024072  0.02101762
## Busta Anderson            0.861171926 -1.50988633
## Demetrius Harris          1.212486688 -1.06028145
## Lance Kendricks           0.101145373  0.30342560
## MyCole Pruitt             0.768347936 -1.44442887
## Gerald Christian          0.598270217 -1.33028061
## Jake McQuaide            -0.138785613  0.88009358
## Jim Dray                 -0.419639647  0.44061850
## Martellus Bennett        -0.356042026  0.22241242
## Charles Clay              0.137864934  0.38650309
## Beau Brinkley             0.165300538 -0.71081004
## Brad Smelley             -0.132900049 -0.18191074
## Jacob Tamme               0.369033895  0.74940843
## Dion Sims                 0.045895479 -0.56015089
## A.J. Derby                1.041985773 -1.52128749
## Kyle Miller              -0.089033537  0.31482260
## Jordan Thompson          -0.021076624 -0.55689583
## Cooper Helfet             0.356292651 -0.02229314
## Delanie Walker           -0.349264199  0.29250015
## Daniel Fells             -0.980267567  0.54054256
## Trey Burton               1.236224233 -0.75273831
## Jake Murphy               0.233617712 -1.23492137
## James Winchester          1.457312347 -0.20954497
## Zach Ertz                 0.177283053 -0.11441928
## Brandon Myers            -0.155648943  0.68159805
## Maxx Williams             0.556335625 -1.14436057
## Konrad Reuland           -0.396644808  0.65968824
## Rob Blanchflower         -0.234388223 -1.10611009
## Chris Pantale            -0.121604644 -0.90341161
## Arthur Lynch              0.255495674 -1.04670054
## Alex Bayer                0.110150058 -0.49951788
## Luke Stocker             -0.044687472  0.19564188
## Chase Ford                0.255616181 -0.17439892
## Scott Chandler           -0.752572648  1.11262282
## Taylor Thompson           0.467444881 -0.75257372
## Luke Willson              0.630878536 -0.01382383
## Rob Housler               0.802094381  0.45405880
## Geoff Swaim               0.697555968 -1.53630878
## Blake Annen               1.221017995 -1.38883202
## Jack Doyle               -0.710919594 -0.11642130
## Matt Spaeth              -1.424252602  0.57917264
## John Phillips            -0.381791253  0.43335628
## Greg Olsen               -0.212377543  0.79021740
## Dominique Jones           0.009340298 -0.43888186
## Jake Stoneburner          0.597949602 -0.92500764
## Allen Reisner            -0.473150574  0.24306226
## Sean McGrath             -0.095851206  0.39074106
## Ifeanyi Momah             0.683795835 -0.90203480
## Dennis Pitta             -0.278763029  0.69088711
## Jace Amaro                0.261152029 -0.45510178
## Tyler Eifert              0.339729262 -0.71415633
## Jeff Heuerman             0.145599906 -0.76001522
## Zach Sudfeld              0.383966288 -0.11792851
## Richard Gordon           -0.091735458  0.18371413
## Jordan Cameron            0.512944600  0.10289336
## Tyler Kroft               0.409222575 -1.01242317
## J.J. Jansen              -1.165333684  1.77818230
## Jason Witten             -1.062654080  1.38763655
## C.J. Fiedorowicz          0.246662762 -0.94884086
## Zach Miller               0.797777331 -0.01959820
## Joseph Fauria             0.066099710 -0.08421537
## Jesse James               0.539657119 -1.39275748
## Crockett Gillmore        -0.162845912 -0.37044260
## Rob Gronkowski           -0.447143016  0.23956426
## Coby Fleener              0.624818072  0.02473072
## Josh Hill                 0.286389189 -0.06675317
## Dante Rosario            -0.715682747  0.75385764
## Mickey Shuler             0.105595230 -0.05131767
## Levine Toilolo           -0.407364923  0.46444657
## Adrien Robinson           0.990829088 -0.86624481
## Eric Ebron                0.897939372 -0.54880961
## Derek Carrier             1.390940390 -0.71082357
## Richard Rodgers           0.191315920  0.05640636
## Antonio Gates            -0.501505590  1.46817665
## Julius Thomas             0.143054548  0.02648569
## Brandon Williams          0.545507882 -0.87285233
## Clay Harbor               0.320205386  0.23804977
## Emil Igwenagu            -0.437838679 -0.04882124
## Logan Paulsen            -0.795160729  0.67648681
## Jared Cook                0.267960502  0.21915594
## Mike Leach               -1.434630941  1.42562833
## Erik Swoope               0.996343430 -1.68983707
## Thomas Gafford           -1.149637367  0.31396290
## Blake Bell                0.738696861 -1.81463360
## Jon Condo                -0.602546231  2.00535646
## Troy Niklas              -0.120621748 -1.15891880
## Ted Bolser                0.119712424 -0.43133666
## Nick Boyle               -0.186371030 -1.33567316
## Morgan Cox               -0.379574790  1.60257103
## Clint Gresham            -0.507443210  1.77745577
## Jon Weeks                -0.560296948  1.64719069
## Clark Harris             -0.412658422  0.56414128
## Cullen Loeffler          -2.325535847  1.38453532
## Kevin McDermott          -0.334721941  0.22190041
## Matt Overton             -0.705141412  0.55042538
## L.P. LaDouceur           -1.397611348  2.18730841
## John Denney              -1.414912293  2.37860929
## Anthony McCoy            -0.078166952  0.34272964
## Brandon Bostick           0.617759282 -0.30305269
## Tony Moeaki               0.242945071  0.55317332
## Orson Charles            -0.188951775 -0.14810319
## Randall Telfer            0.332267069 -1.57842350
## Zak DeOssie               0.812000295  1.12319553
## Justice Cunningham       -0.103368008 -0.81184429
## Gavin Escobar             0.197733092 -0.19220194
## Lee Smith                -0.920903462  0.03139989
## Marcel Jensen             0.144602819 -1.06038298
## C.J. Uzomah               1.079286780 -1.63374698
## Ed Dickson                0.106433688  0.54498991
## Jeff Cumberland           0.345367999  0.79285896
## David Ausberry            0.526101304 -0.04576945
## Austin Seferian-Jenkins   0.266331320 -1.48826930
## Garrett Celek            -0.127962443  0.07007857
## Andrew Quarless          -0.092342565  0.45834559
## Emmanuel Bibbs            0.420166930 -1.38997757
## Jordan Reed               0.112471993  0.30328823
## Owen Daniels             -0.505094043  1.09665587
## Brent Celek              -1.107127856  0.78655580
## Tanner Purdum            -1.324782604 -0.17202759
## Vance McDonald           -0.189052221 -0.43644306
## Darren Fells             -0.301021076 -0.41014031
## Benjamin Watson          -0.488287004  0.85458525
## Dave Paulson              0.202448382 -0.04896020
## Joe Cardona               0.612285658 -0.30426263
## Justin Perillo            0.521081181 -0.59208443
## Ben Koyack                0.551392502 -1.31894471
## Kyle Nelson               0.738890461  0.85813553
## Eric Tomlinson           -0.062746371 -1.40943903
## James O'Shaughnessy       0.910625727 -1.15888297
## Wes Saxton                0.807943047 -1.53577879
## Justin Drescher          -1.254151766  1.80946822
## Mike Windt               -0.721074753  1.37796926
## Josh Harris               0.418306031  0.02234652
## Don Muhlbach             -1.684790103  1.75838298
## Charley Hughlett          0.200427771  0.80847112
## Aaron Brewer             -0.721533753  0.92576479
## Jimmy Graham              0.272545572  0.45895736
## Anthony Fasano           -1.063354482  0.93386582
## Evan Rodriguez            0.425658663 -0.40736977
## Rhett Ellison             0.006903683  0.09358267
## Heath Miller             -1.237771217  1.13742592
## Michael Egnew             0.856564478 -0.04860619
## Mychal Rivera            -0.239440583  0.42209409
## Virgil Green              0.265042778  0.06446093
## James Hanna               0.964003397  0.04381254
## Vernon Davis              0.434388523  0.51693018
## Andrew DePaola            0.450695074  0.38422742
## Jon Dorenbos             -1.303819672  2.14551813
## K-means clustering with 5 clusters of sizes 40, 26, 29, 31, 46
## 
## Cluster means:
##         Routes   Blocking Speed And Skill
## 1  0.134762296 -0.4954373       0.3606750
## 2 -0.313410460  1.2707927      -0.9573822
## 3  0.652075651 -0.7706840       0.1186084
## 4 -0.523493870 -0.1011435       0.6246373
## 5  0.001658614  0.2665688      -0.2682275
## 
## Clustering vector:
##          Garrett Graham    Michael Hoomanawanui          Marcedes Lewis 
##                       3                       5                       5 
##       Brandon Pettigrew           Cameron Clear           Carson Tinker 
##                       5                       4                       2 
##            Nick O'Leary            Ryan Griffin           Craig Stevens 
##                       1                       5                       2 
##           Clive Walford            Kyle Rudolph            Dwayne Allen 
##                       1                       1                       5 
##        Asante Cleveland              Tim Wright            Travis Kelce 
##                       5                       1                       5 
##           Larry Donnell           RaShaun Allen              Fred Davis 
##                       3                       1                       3 
##          Ladarius Green         Brian Leonhardt            Kellen Davis 
##                       1                       5                       5 
##         Kennard Backman             Chris Gragg           Gary Barnidge 
##                       4                       1                       5 
##              Niles Paul          Busta Anderson        Demetrius Harris 
##                       1                       3                       4 
##         Lance Kendricks           MyCole Pruitt        Gerald Christian 
##                       1                       1                       4 
##           Jake McQuaide                Jim Dray       Martellus Bennett 
##                       2                       5                       5 
##            Charles Clay           Beau Brinkley            Brad Smelley 
##                       3                       5                       5 
##             Jacob Tamme               Dion Sims              A.J. Derby 
##                       3                       1                       1 
##             Kyle Miller         Jordan Thompson           Cooper Helfet 
##                       5                       1                       3 
##          Delanie Walker            Daniel Fells             Trey Burton 
##                       5                       5                       3 
##             Jake Murphy        James Winchester               Zach Ertz 
##                       1                       5                       3 
##           Brandon Myers           Maxx Williams          Konrad Reuland 
##                       3                       1                       5 
##        Rob Blanchflower           Chris Pantale            Arthur Lynch 
##                       1                       1                       1 
##              Alex Bayer            Luke Stocker              Chase Ford 
##                       4                       5                       1 
##          Scott Chandler         Taylor Thompson            Luke Willson 
##                       5                       4                       1 
##             Rob Housler             Geoff Swaim             Blake Annen 
##                       1                       4                       4 
##              Jack Doyle             Matt Spaeth           John Phillips 
##                       5                       5                       5 
##              Greg Olsen         Dominique Jones        Jake Stoneburner 
##                       3                       3                       1 
##           Allen Reisner            Sean McGrath           Ifeanyi Momah 
##                       5                       5                       4 
##            Dennis Pitta              Jace Amaro            Tyler Eifert 
##                       3                       1                       1 
##           Jeff Heuerman            Zach Sudfeld          Richard Gordon 
##                       4                       1                       5 
##          Jordan Cameron             Tyler Kroft             J.J. Jansen 
##                       3                       3                       2 
##            Jason Witten        C.J. Fiedorowicz             Zach Miller 
##                       3                       1                       3 
##           Joseph Fauria             Jesse James       Crockett Gillmore 
##                       1                       4                       1 
##          Rob Gronkowski            Coby Fleener               Josh Hill 
##                       3                       3                       1 
##           Dante Rosario           Mickey Shuler          Levine Toilolo 
##                       5                       5                       5 
##         Adrien Robinson              Eric Ebron           Derek Carrier 
##                       4                       1                       4 
##         Richard Rodgers           Antonio Gates           Julius Thomas 
##                       4                       3                       3 
##        Brandon Williams             Clay Harbor           Emil Igwenagu 
##                       1                       1                       4 
##           Logan Paulsen              Jared Cook              Mike Leach 
##                       5                       1                       2 
##             Erik Swoope          Thomas Gafford              Blake Bell 
##                       1                       2                       4 
##               Jon Condo             Troy Niklas              Ted Bolser 
##                       2                       1                       5 
##              Nick Boyle              Morgan Cox           Clint Gresham 
##                       4                       2                       2 
##               Jon Weeks            Clark Harris         Cullen Loeffler 
##                       2                       5                       2 
##         Kevin McDermott            Matt Overton          L.P. LaDouceur 
##                       5                       2                       2 
##             John Denney           Anthony McCoy         Brandon Bostick 
##                       2                       1                       1 
##             Tony Moeaki           Orson Charles          Randall Telfer 
##                       3                       4                       4 
##             Zak DeOssie      Justice Cunningham           Gavin Escobar 
##                       2                       4                       3 
##               Lee Smith           Marcel Jensen             C.J. Uzomah 
##                       2                       4                       4 
##              Ed Dickson         Jeff Cumberland          David Ausberry 
##                       5                       5                       1 
## Austin Seferian-Jenkins           Garrett Celek         Andrew Quarless 
##                       1                       5                       5 
##          Emmanuel Bibbs             Jordan Reed            Owen Daniels 
##                       3                       3                       3 
##             Brent Celek           Tanner Purdum          Vance McDonald 
##                       5                       2                       4 
##            Darren Fells         Benjamin Watson            Dave Paulson 
##                       4                       5                       4 
##             Joe Cardona          Justin Perillo              Ben Koyack 
##                       2                       4                       4 
##             Kyle Nelson          Eric Tomlinson     James O'Shaughnessy 
##                       2                       4                       4 
##              Wes Saxton         Justin Drescher              Mike Windt 
##                       4                       2                       2 
##             Josh Harris            Don Muhlbach        Charley Hughlett 
##                       2                       2                       2 
##            Aaron Brewer            Jimmy Graham          Anthony Fasano 
##                       2                       3                       5 
##          Evan Rodriguez           Rhett Ellison            Heath Miller 
##                       3                       5                       5 
##           Michael Egnew           Mychal Rivera            Virgil Green 
##                       1                       3                       5 
##             James Hanna            Vernon Davis          Andrew DePaola 
##                       4                       5                       5 
##            Jon Dorenbos 
##                       2 
## 
## Within cluster sum of squares by cluster:
## [1]  5.542560  7.234088  4.438577  7.909706 10.284497
##  (between_SS / total_SS =  80.0 %)
## 
## Available components:
## 
## [1] "cluster"      "centers"      "totss"        "withinss"    
## [5] "tot.withinss" "betweenss"    "size"         "iter"        
## [9] "ifault"
## K-means clustering with 5 clusters of sizes 37, 22, 47, 39, 27
## 
## Cluster means:
##   Power Running    Blocking   Catching Speed Running  Awareness
## 1    0.04004078  0.81107370 -0.2913303    -0.1728357 -0.3869485
## 2   -1.28805695  1.28695281 -0.6992120    -0.7007988  1.4011150
## 3    0.16487243 -1.01876255  0.4197004     0.2171727  0.2170170
## 4    0.53088232 -0.29789134  0.2159352     0.6565795 -1.1055057
## 5   -0.05917298  0.04358938 -0.0735373    -0.5185638  0.6076847
## 
## Clustering vector:
##          Garrett Graham    Michael Hoomanawanui          Marcedes Lewis 
##                       3                       2                       5 
##       Brandon Pettigrew           Cameron Clear           Carson Tinker 
##                       5                       1                       2 
##            Nick O'Leary            Ryan Griffin           Craig Stevens 
##                       3                       5                       1 
##           Clive Walford            Kyle Rudolph            Dwayne Allen 
##                       4                       3                       1 
##        Asante Cleveland              Tim Wright            Travis Kelce 
##                       1                       3                       1 
##           Larry Donnell           RaShaun Allen              Fred Davis 
##                       3                       4                       3 
##          Ladarius Green         Brian Leonhardt            Kellen Davis 
##                       3                       1                       5 
##         Kennard Backman             Chris Gragg           Gary Barnidge 
##                       4                       4                       5 
##              Niles Paul          Busta Anderson        Demetrius Harris 
##                       3                       4                       4 
##         Lance Kendricks           MyCole Pruitt        Gerald Christian 
##                       3                       4                       4 
##           Jake McQuaide                Jim Dray       Martellus Bennett 
##                       2                       5                       5 
##            Charles Clay           Beau Brinkley            Brad Smelley 
##                       3                       1                       1 
##             Jacob Tamme               Dion Sims              A.J. Derby 
##                       3                       1                       4 
##             Kyle Miller         Jordan Thompson           Cooper Helfet 
##                       5                       4                       3 
##          Delanie Walker            Daniel Fells             Trey Burton 
##                       5                       5                       4 
##             Jake Murphy        James Winchester               Zach Ertz 
##                       4                       4                       3 
##           Brandon Myers           Maxx Williams          Konrad Reuland 
##                       3                       4                       5 
##        Rob Blanchflower           Chris Pantale            Arthur Lynch 
##                       1                       4                       4 
##              Alex Bayer            Luke Stocker              Chase Ford 
##                       1                       5                       3 
##          Scott Chandler         Taylor Thompson            Luke Willson 
##                       5                       1                       3 
##             Rob Housler             Geoff Swaim             Blake Annen 
##                       3                       1                       4 
##              Jack Doyle             Matt Spaeth           John Phillips 
##                       1                       5                       5 
##              Greg Olsen         Dominique Jones        Jake Stoneburner 
##                       3                       4                       4 
##           Allen Reisner            Sean McGrath           Ifeanyi Momah 
##                       5                       5                       4 
##            Dennis Pitta              Jace Amaro            Tyler Eifert 
##                       3                       3                       4 
##           Jeff Heuerman            Zach Sudfeld          Richard Gordon 
##                       1                       3                       1 
##          Jordan Cameron             Tyler Kroft             J.J. Jansen 
##                       3                       4                       2 
##            Jason Witten        C.J. Fiedorowicz             Zach Miller 
##                       5                       4                       3 
##           Joseph Fauria             Jesse James       Crockett Gillmore 
##                       3                       4                       1 
##          Rob Gronkowski            Coby Fleener               Josh Hill 
##                       3                       3                       3 
##           Dante Rosario           Mickey Shuler          Levine Toilolo 
##                       5                       1                       5 
##         Adrien Robinson              Eric Ebron           Derek Carrier 
##                       4                       4                       4 
##         Richard Rodgers           Antonio Gates           Julius Thomas 
##                       3                       3                       3 
##        Brandon Williams             Clay Harbor           Emil Igwenagu 
##                       4                       3                       1 
##           Logan Paulsen              Jared Cook              Mike Leach 
##                       5                       3                       2 
##             Erik Swoope          Thomas Gafford              Blake Bell 
##                       4                       1                       4 
##               Jon Condo             Troy Niklas              Ted Bolser 
##                       2                       1                       1 
##              Nick Boyle              Morgan Cox           Clint Gresham 
##                       1                       2                       2 
##               Jon Weeks            Clark Harris         Cullen Loeffler 
##                       2                       2                       2 
##         Kevin McDermott            Matt Overton          L.P. LaDouceur 
##                       1                       2                       2 
##             John Denney           Anthony McCoy         Brandon Bostick 
##                       2                       3                       3 
##             Tony Moeaki           Orson Charles          Randall Telfer 
##                       3                       1                       4 
##             Zak DeOssie      Justice Cunningham           Gavin Escobar 
##                       2                       1                       3 
##               Lee Smith           Marcel Jensen             C.J. Uzomah 
##                       1                       4                       4 
##              Ed Dickson         Jeff Cumberland          David Ausberry 
##                       3                       5                       3 
## Austin Seferian-Jenkins           Garrett Celek         Andrew Quarless 
##                       4                       1                       5 
##          Emmanuel Bibbs             Jordan Reed            Owen Daniels 
##                       4                       3                       3 
##             Brent Celek           Tanner Purdum          Vance McDonald 
##                       5                       1                       1 
##            Darren Fells         Benjamin Watson            Dave Paulson 
##                       1                       5                       3 
##             Joe Cardona          Justin Perillo              Ben Koyack 
##                       1                       4                       4 
##             Kyle Nelson          Eric Tomlinson     James O'Shaughnessy 
##                       2                       1                       4 
##              Wes Saxton         Justin Drescher              Mike Windt 
##                       4                       2                       2 
##             Josh Harris            Don Muhlbach        Charley Hughlett 
##                       1                       2                       2 
##            Aaron Brewer            Jimmy Graham          Anthony Fasano 
##                       2                       3                       5 
##          Evan Rodriguez           Rhett Ellison            Heath Miller 
##                       3                       1                       5 
##           Michael Egnew           Mychal Rivera            Virgil Green 
##                       3                       3                       1 
##             James Hanna            Vernon Davis          Andrew DePaola 
##                       3                       3                       1 
##            Jon Dorenbos 
##                       2 
## 
## Within cluster sum of squares by cluster:
## [1] 38.20821 28.41180 31.71380 26.08501 17.32558
##  (between_SS / total_SS =  70.1 %)
## 
## Available components:
## 
## [1] "cluster"      "centers"      "totss"        "withinss"    
## [5] "tot.withinss" "betweenss"    "size"         "iter"        
## [9] "ifault"
## 
## Call:
## lm(formula = TEClusterReducedReg[, 1] ~ TEClusterReducedReg[, 
##     2] + TEClusterReducedReg[, 3] + TEClusterReducedReg[, 4], 
##     data = TEClusterReducedReg)
## 
## Residuals:
##       Min        1Q    Median        3Q       Max 
## -0.056770 -0.022509 -0.001262  0.021643  0.071681 
## 
## Coefficients:
##                           Estimate Std. Error t value Pr(>|t|)    
## (Intercept)              1.080e-15  2.001e-03    0.00        1    
## TEClusterReducedReg[, 2] 2.385e-01  3.340e-03   71.42   <2e-16 ***
## TEClusterReducedReg[, 3] 7.192e-01  3.669e-03  196.03   <2e-16 ***
## TEClusterReducedReg[, 4] 1.006e+00  3.847e-03  261.51   <2e-16 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 0.02624 on 168 degrees of freedom
## Multiple R-squared:  0.9993, Adjusted R-squared:  0.9993 
## F-statistic: 8.322e+04 on 3 and 168 DF,  p-value: < 2.2e-16
## 
## Call:
## lm(formula = TEClusterFullReg[, 1] ~ TEClusterFullReg[, 2] + 
##     TEClusterFullReg[, 3] + TEClusterFullReg[, 4] + TEClusterFullReg[, 
##     5] + TEClusterFullReg[, 6], data = TEClusterFullReg)
## 
## Residuals:
##       Min        1Q    Median        3Q       Max 
## -0.060779 -0.022310 -0.001107  0.021616  0.072930 
## 
## Coefficients:
##                        Estimate Std. Error t value Pr(>|t|)    
## (Intercept)           1.090e-15  2.012e-03    0.00        1    
## TEClusterFullReg[, 2] 3.213e-01  4.749e-03   67.65   <2e-16 ***
## TEClusterFullReg[, 3] 3.837e-01  3.090e-03  124.19   <2e-16 ***
## TEClusterFullReg[, 4] 7.335e-01  5.480e-03  133.85   <2e-16 ***
## TEClusterFullReg[, 5] 1.902e-01  3.754e-03   50.65   <2e-16 ***
## TEClusterFullReg[, 6] 3.359e-01  2.587e-03  129.81   <2e-16 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 0.02638 on 166 degrees of freedom
## Multiple R-squared:  0.9993, Adjusted R-squared:  0.9993 
## F-statistic: 4.939e+04 on 5 and 166 DF,  p-value: < 2.2e-16
## 
## Call:
## lm(formula = TEClusterReducedReg[, 1] ~ TEClusterReducedReg[, 
##     2] + TEClusterReducedReg[, 3] + TEClusterReducedReg[, 4], 
##     data = TEClusterReducedReg)
## 
## Residuals:
##       Min        1Q    Median        3Q       Max 
## -0.056770 -0.022509 -0.001262  0.021643  0.071681 
## 
## Coefficients:
##                           Estimate Std. Error t value Pr(>|t|)    
## (Intercept)              1.080e-15  2.001e-03    0.00        1    
## TEClusterReducedReg[, 2] 2.385e-01  3.340e-03   71.42   <2e-16 ***
## TEClusterReducedReg[, 3] 7.192e-01  3.669e-03  196.03   <2e-16 ***
## TEClusterReducedReg[, 4] 1.006e+00  3.847e-03  261.51   <2e-16 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 0.02624 on 168 degrees of freedom
## Multiple R-squared:  0.9993, Adjusted R-squared:  0.9993 
## F-statistic: 8.322e+04 on 3 and 168 DF,  p-value: < 2.2e-16
## 
## Call:
## lm(formula = TEClusterFullReg[, 1] ~ TEClusterFullReg[, 2] + 
##     TEClusterFullReg[, 3] + TEClusterFullReg[, 4] + TEClusterFullReg[, 
##     5] + TEClusterFullReg[, 6], data = TEClusterFullReg)
## 
## Residuals:
##       Min        1Q    Median        3Q       Max 
## -0.060779 -0.022310 -0.001107  0.021616  0.072930 
## 
## Coefficients:
##                        Estimate Std. Error t value Pr(>|t|)    
## (Intercept)           1.090e-15  2.012e-03    0.00        1    
## TEClusterFullReg[, 2] 3.213e-01  4.749e-03   67.65   <2e-16 ***
## TEClusterFullReg[, 3] 3.837e-01  3.090e-03  124.19   <2e-16 ***
## TEClusterFullReg[, 4] 7.335e-01  5.480e-03  133.85   <2e-16 ***
## TEClusterFullReg[, 5] 1.902e-01  3.754e-03   50.65   <2e-16 ***
## TEClusterFullReg[, 6] 3.359e-01  2.587e-03  129.81   <2e-16 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 0.02638 on 166 degrees of freedom
## Multiple R-squared:  0.9993, Adjusted R-squared:  0.9993 
## F-statistic: 4.939e+04 on 5 and 166 DF,  p-value: < 2.2e-16
##   Power Running    Blocking   Catching Speed Running  Awareness
## 1    0.04004078  0.81107370 -0.2913303    -0.1728357 -0.3869485
## 2   -1.28805695  1.28695281 -0.6992120    -0.7007988  1.4011150
## 3    0.16487243 -1.01876255  0.4197004     0.2171727  0.2170170
## 4    0.53088232 -0.29789134  0.2159352     0.6565795 -1.1055057
## 5   -0.05917298  0.04358938 -0.0735373    -0.5185638  0.6076847
##         Routes   Blocking Speed And Skill
## 1  0.134762296 -0.4954373       0.3606750
## 2 -0.313410460  1.2707927      -0.9573822
## 3  0.652075651 -0.7706840       0.1186084
## 4 -0.523493870 -0.1011435       0.6246373
## 5  0.001658614  0.2665688      -0.2682275
##                         Receiving TE Blocking TE Carrying TE Athletic TE
## Garrett Graham              61.17027    55.48392   63.028404    58.39804
## Michael Hoomanawanui        60.86916    70.01188   60.716812    61.60251
## Marcedes Lewis              67.79672    74.39062   67.347247    68.76295
## Brandon Pettigrew           63.85259    65.37516   64.562934    63.00943
## Cameron Clear               31.57088    32.21332   29.441699    34.46786
## Carson Tinker               16.61099    29.75225   16.816711    16.96144
## Nick O'Leary                50.12012    44.26826   51.341641    48.20296
## Ryan Griffin                55.66336    54.57449   56.267401    54.81524
## Craig Stevens               62.46446    73.09915   61.942541    63.76971
## Clive Walford               52.57619    46.28612   52.071413    52.87829
## Kyle Rudolph                71.92666    67.71001   72.969352    70.30823
## Dwayne Allen                73.22270    79.11999   71.888495    75.24816
## Asante Cleveland            41.58928    42.77317   40.450311    43.14657
## Tim Wright                  59.36971    52.18258   60.340699    57.69840
## Travis Kelce                84.78502    84.51151   84.803802    84.74527
## Larry Donnell               69.39720    64.26687   71.090149    66.84613
## RaShaun Allen               35.33574    25.73057   34.786790    35.47540
## Fred Davis                  63.09028    55.82832   64.851328    60.35471
## Ladarius Green              67.92030    58.39578   69.061140    65.89101
## Brian Leonhardt             49.96260    56.58606   49.149040    51.39374
## Kellen Davis                55.56996    57.98467   55.759852    55.45960
## Kennard Backman             35.67575    25.30841   34.199426    36.99238
## Chris Gragg                 53.92035    44.74897   53.896432    53.43660
## Gary Barnidge               63.37231    65.15638   65.049881    61.25727
## Niles Paul                  59.32231    49.21131   59.953656    57.93701
## Busta Anderson              43.74241    29.62952   46.407099    39.50373
## Demetrius Harris            40.08810    29.96262   39.063514    40.82911
## Lance Kendricks             65.66284    61.04168   66.311225    64.55664
## MyCole Pruitt               41.66751    28.80535   41.222788    41.48091
## Gerald Christian            35.45898    29.23842   33.670371    37.46080
## Jake McQuaide               14.03547    24.53968   13.613251    15.10484
## Jim Dray                    55.65706    61.09829   55.361592    56.34996
## Martellus Bennett           84.61392    85.78147   85.109387    84.02321
## Charles Clay                81.52507    77.56261   83.223937    78.93751
## Beau Brinkley               18.58976    21.17284   18.177977    19.27576
## Brad Smelley                57.93195    58.47054   59.231719    56.26087
## Jacob Tamme                 66.90412    59.97412   68.985054    63.73241
## Dion Sims                   61.57407    59.28603   61.137022    62.01260
## A.J. Derby                  35.95994    25.20592   35.951474    35.32404
## Kyle Miller                 35.78790    40.52428   34.585260    37.63690
## Jordan Thompson             44.67780    39.33447   45.182090    43.72050
## Cooper Helfet               59.93620    50.54369   61.375102    57.52253
## Delanie Walker              79.56399    83.12345   80.104728    79.06416
## Daniel Fells                61.18803    65.04884   62.508145    59.67661
## Trey Burton                 54.09207    39.76173   56.200202    50.52380
## Jake Murphy                 44.98704    37.23346   44.787466    44.80197
## James Winchester            11.92349    12.08545   11.719958    12.20087
## Zach Ertz                   79.12567    73.72998   80.967118    76.27829
## Brandon Myers               62.89132    53.96011   66.011405    58.20661
## Maxx Williams               59.21698    47.55182   60.105392    57.40713
## Konrad Reuland              45.84646    52.34224   44.672467    47.74234
## Rob Blanchflower            48.53831    45.96099   48.609180    48.30102
## Chris Pantale               36.21349    31.14413   35.745742    36.52998
## Arthur Lynch                54.70326    50.94855   55.621240    53.29576
## Alex Bayer                  37.74877    39.73571   35.818643    40.41547
## Luke Stocker                55.92439    58.77465   55.531683    56.59473
## Chase Ford                  58.68538    55.15543   58.751622    58.40220
## Scott Chandler              69.49048    72.42976   70.131729    68.81927
## Taylor Thompson             44.30224    46.26181   41.920975    47.53687
## Luke Willson                71.55623    69.41111   72.132210    70.67925
## Rob Housler                 53.71273    46.38986   54.694723    52.02167
## Geoff Swaim                 32.71884    33.48652   30.778261    35.35541
## Blake Annen                 36.20534    29.67882   35.018137    37.38223
## Jack Doyle                  55.64417    60.56667   54.672420    57.18019
## Matt Spaeth                 67.61510    72.33302   69.513939    65.36058
## John Phillips               56.91357    57.16534   58.939783    54.26846
## Greg Olsen                  87.74205    86.31663   88.629761    86.43495
## Dominique Jones             53.86496    47.79716   55.401342    51.51897
## Jake Stoneburner            42.85368    36.52369   42.775525    42.59247
## Allen Reisner               50.38745    51.37244   50.055501    50.87414
## Sean McGrath                50.32378    50.00615   50.272242    50.37289
## Ifeanyi Momah               36.76317    28.46014   35.123736    38.43200
## Dennis Pitta                78.88237    72.93417   81.188313    75.31272
## Jace Amaro                  62.92454    54.40496   63.950629    61.10567
## Tyler Eifert                73.20189    65.42700   74.179312    71.48201
## Jeff Heuerman               46.51452    45.86316   44.101647    49.63082
## Zach Sudfeld                52.01027    45.61378   52.784261    50.64326
## Richard Gordon              47.56501    53.94511   46.267533    49.61380
## Jordan Cameron              79.20554    70.29088   80.656721    76.74730
## Tyler Kroft                 54.62153    41.96374   56.806488    51.04728
## J.J. Jansen                 13.26518    29.56412   12.800857    14.61659
## Jason Witten                90.28015    89.84785   91.640838    88.25091
## C.J. Fiedorowicz            50.65323    46.97574   50.136262    51.11786
## Zach Miller                 54.42072    45.43585   55.999197    51.85391
## Joseph Fauria               64.36050    59.48373   65.381267    62.74641
## Jesse James                 34.02378    26.81983   32.160350    36.06835
## Crockett Gillmore           62.99962    59.54613   63.809157    61.74567
## Rob Gronkowski              93.96731    92.32603   94.566934    93.01877
## Coby Fleener                77.04697    68.23008   78.896552    74.03045
## Josh Hill                   66.47792    61.89473   67.458529    64.93116
## Dante Rosario               58.04939    59.02253   60.627000    54.70514
## Mickey Shuler               40.26305    41.90646   39.760143    41.01129
## Levine Toilolo              52.27268    60.86256   49.426912    56.43584
## Adrien Robinson             46.54060    41.57326   45.187575    48.02200
## Eric Ebron                  60.20521    52.04926   60.380139    59.52648
## Derek Carrier               42.17469    35.87254   39.611791    45.18686
## Richard Rodgers             54.15854    49.20498   53.039399    55.33125
## Antonio Gates               84.51292    79.20653   86.182146    81.85449
## Julius Thomas               86.79020    79.93951   88.702954    83.60487
## Brandon Williams            52.32523    49.41355   52.363723    52.11162
## Clay Harbor                 58.54485    54.89591   59.170609    57.52407
## Emil Igwenagu               34.04418    36.95617   32.048959    36.87001
## Logan Paulsen               50.67100    57.15699   50.664893    51.04584
## Jared Cook                  76.96669    73.77994   77.714250    75.79737
## Mike Leach                  48.60479    63.02632   49.176703    48.68603
## Erik Swoope                 31.69260    20.03525   32.471585    29.97698
## Thomas Gafford              44.17847    55.76759   44.150812    44.86240
## Blake Bell                  37.85880    30.47171   36.944070    38.62278
## Jon Condo                   10.49132    23.56688    9.498541    12.49793
## Troy Niklas                 54.12004    50.74182   54.318235    53.67278
## Ted Bolser                  48.75610    49.91573   48.003996    49.79921
## Nick Boyle                  37.51811    39.03438   34.785623    41.24938
## Morgan Cox                  11.69499    22.26253   11.664813    12.21396
## Clint Gresham               16.96280    29.42921   16.611086    18.03316
## Jon Weeks                   11.85917    21.64888   11.317481    13.05904
## Clark Harris                38.86012    47.23616   40.381892    37.36259
## Cullen Loeffler             37.96860    55.28834   37.926149    38.96811
## Kevin McDermott             23.98945    32.48586   23.720725    24.78815
## Matt Overton                13.35007    23.51097   12.942086    14.38205
## L.P. LaDouceur              18.44905    36.96604   17.206801    21.05058
## John Denney                 19.55275    38.80927   18.784512    21.50955
## Anthony McCoy               59.19125    55.75100   60.034944    57.89558
## Brandon Bostick             53.38505    46.39371   54.623790    51.37732
## Tony Moeaki                 63.30585    55.74652   66.061271    59.19636
## Orson Charles               57.28247    59.72759   55.367403    59.88125
## Randall Telfer              39.82185    34.14235   38.803690    40.82582
## Zak DeOssie                 31.66762    45.88310   31.198744    33.03913
## Justice Cunningham          44.48075    41.91686   42.763234    46.58165
## Gavin Escobar               63.83351    51.75672   65.497283    60.96500
## Lee Smith                   52.01220    65.71612   47.563496    58.52555
## Marcel Jensen               39.58138    36.23563   38.623510    40.64332
## C.J. Uzomah                 31.39725    27.12500   29.114771    34.21422
## Ed Dickson                  61.39739    60.62446   61.676235    60.99071
## Jeff Cumberland             55.79057    58.26955   55.960413    55.70996
## David Ausberry              56.51718    53.13106   56.538801    56.29965
## Austin Seferian-Jenkins     62.87300    55.42384   63.490842    61.65335
## Garrett Celek               50.53615    54.28321   49.492292    52.10279
## Andrew Quarless             63.93207    65.46047   65.154151    62.41066
## Emmanuel Bibbs              45.53682    32.81421   46.948521    42.97453
## Jordan Reed                 76.99385    66.73957   79.354056    73.14912
## Owen Daniels                73.28843    68.93118   75.409828    70.15187
## Brent Celek                 76.12524    81.44289   76.181883    76.37169
## Tanner Purdum               18.12655    28.68773   17.783683    19.10665
## Vance McDonald              58.14111    64.26549   55.035617    62.44096
## Darren Fells                53.08734    51.85655   52.220259    54.14275
## Benjamin Watson             65.49719    65.40584   65.978450    64.86294
## Dave Paulson                40.16910    39.57273   36.874919    44.51822
## Joe Cardona                  9.66073    15.00052    9.009031    10.83274
## Justin Perillo              34.59170    28.35664   33.412826    35.77591
## Ben Koyack                  32.52851    30.00473   30.595976    34.96221
## Kyle Nelson                 13.51073    23.87133   13.469864    14.05021
## Eric Tomlinson              32.11286    33.44889   29.035227    36.37821
## James O'Shaughnessy         36.69275    26.81090   35.255711    37.99005
## Wes Saxton                  30.51639    22.19184   28.123606    33.22829
## Justin Drescher             10.86324    23.93270    9.983782    12.69181
## Mike Windt                  13.86578    28.27895   12.703811    16.17618
## Josh Harris                 30.12849    39.93082   29.276726    31.78233
## Don Muhlbach                23.12242    48.23385   21.873176    26.04861
## Charley Hughlett            13.11742    22.13703   12.117291    14.95775
## Aaron Brewer                15.48800    27.09317   14.697663    17.13013
## Jimmy Graham                91.66445    88.19813   92.811382    89.77835
## Anthony Fasano              63.97726    70.02522   65.482681    62.34641
## Evan Rodriguez              59.24997    50.40142   61.144907    56.25998
## Rhett Ellison               52.59714    58.31379   51.062463    54.90771
## Heath Miller                74.95447    78.95981   75.798409    74.07599
## Michael Egnew               46.22053    36.77179   46.282609    45.59751
## Mychal Rivera               63.51849    56.60365   65.399525    60.63808
## Virgil Green                69.33271    72.05725   68.314365    70.78711
## James Hanna                 52.79508    51.25006   51.288571    54.65988
## Vernon Davis                74.24029    75.63304   73.893213    74.76636
## Andrew DePaola              28.22535    35.54245   27.329222    29.80981
## Jon Dorenbos                12.42217    27.60684   11.466625    14.44878
##                         Balanced TE
## Garrett Graham             58.65905
## Michael Hoomanawanui       65.50119
## Marcedes Lewis             71.09528
## Brandon Pettigrew          64.71979
## Cameron Clear              31.55817
## Carson Tinker              22.63845
## Nick O'Leary               47.39253
## Ryan Griffin               55.21564
## Craig Stevens              67.85548
## Clive Walford              49.37318
## Kyle Rudolph               70.03169
## Dwayne Allen               76.06263
## Asante Cleveland           42.00125
## Tim Wright                 55.97557
## Travis Kelce               84.65247
## Larry Donnell              67.15931
## RaShaun Allen              30.31665
## Fred Davis                 59.80310
## Ladarius Green             63.47676
## Brian Leonhardt            53.13954
## Kellen Davis               56.80129
## Kennard Backman            30.11562
## Chris Gragg                49.35733
## Gary Barnidge              64.51827
## Niles Paul                 54.43443
## Busta Anderson             36.89105
## Demetrius Harris           34.77441
## Lance Kendricks            63.49370
## MyCole Pruitt              35.00001
## Gerald Christian           32.04178
## Jake McQuaide              18.72390
## Jim Dray                   58.33497
## Martellus Bennett          85.27597
## Charles Clay               79.89735
## Beau Brinkley              19.78142
## Brad Smelley               58.39863
## Jacob Tamme                63.85104
## Dion Sims                  60.37494
## A.J. Derby                 30.40532
## Kyle Miller                37.92935
## Jordan Thompson            42.08173
## Cooper Helfet              55.53453
## Delanie Walker             81.46316
## Daniel Fells               63.32155
## Trey Burton                47.24853
## Jake Murphy                41.06260
## James Winchester           11.97232
## Zach Ertz                  76.83967
## Brandon Myers              59.00913
## Maxx Williams              53.59978
## Konrad Reuland             48.88889
## Rob Blanchflower           47.26765
## Chris Pantale              33.58888
## Arthur Lynch               52.98275
## Alex Bayer                 38.43242
## Luke Stocker               57.28515
## Chase Ford                 56.94936
## Scott Chandler             71.06391
## Taylor Thompson            44.90726
## Luke Willson               70.58977
## Rob Housler                50.22701
## Geoff Swaim                32.79797
## Blake Annen                32.72274
## Jack Doyle                 57.95808
## Matt Spaeth                70.28403
## John Phillips              57.34950
## Greg Olsen                 87.19189
## Dominique Jones            51.09019
## Jake Stoneburner           39.66407
## Allen Reisner              50.82599
## Sean McGrath               50.15815
## Ifeanyi Momah              32.28988
## Dennis Pitta               76.41877
## Jace Amaro                 58.90698
## Tyler Eifert               69.61028
## Jeff Heuerman              45.82131
## Zach Sudfeld               48.94811
## Richard Gordon             50.53720
## Jordan Cameron             75.23895
## Tyler Kroft                48.65061
## J.J. Jansen                20.30597
## Jason Witten               90.28858
## C.J. Fiedorowicz           48.74655
## Zach Miller                50.20134
## Joseph Fauria              62.12232
## Jesse James                30.07625
## Crockett Gillmore          61.42147
## Rob Gronkowski             93.29449
## Coby Fleener               73.16149
## Josh Hill                  64.38162
## Dante Rosario              58.92884
## Mickey Shuler              40.99994
## Levine Toilolo             56.14821
## Adrien Robinson            43.85630
## Eric Ebron                 56.21464
## Derek Carrier              38.62210
## Richard Rodgers            51.52998
## Antonio Gates              82.29035
## Julius Thomas              83.97291
## Brandon Williams           50.88562
## Clay Harbor                56.83643
## Emil Igwenagu              35.16699
## Logan Paulsen              53.90439
## Jared Cook                 75.53105
## Mike Leach                 55.95179
## Erik Swoope                25.66228
## Thomas Gafford             49.92953
## Blake Bell                 33.97845
## Jon Condo                  15.92329
## Troy Niklas                52.47484
## Ted Bolser                 49.21693
## Nick Boyle                 37.84415
## Morgan Cox                 16.39062
## Clint Gresham              22.60878
## Jon Weeks                  16.14155
## Clark Harris               43.21789
## Cullen Loeffler            46.48115
## Kevin McDermott            28.00916
## Matt Overton               17.87126
## L.P. LaDouceur             26.60695
## John Denney                28.18942
## Anthony McCoy              57.62021
## Brandon Bostick            50.10270
## Tony Moeaki                60.03475
## Orson Charles              58.21100
## Randall Telfer             36.81285
## Zak DeOssie                38.45827
## Justice Cunningham         42.94187
## Gavin Escobar              58.19604
## Lee Smith                  58.29139
## Marcel Jensen              37.76337
## C.J. Uzomah                28.89649
## Ed Dickson                 61.05684
## Jeff Cumberland            57.05106
## David Ausberry             54.84318
## Austin Seferian-Jenkins    59.31218
## Garrett Celek              52.24051
## Andrew Quarless            64.88047
## Emmanuel Bibbs             39.27989
## Jordan Reed                72.54002
## Owen Daniels               71.50600
## Brent Celek                78.87235
## Tanner Purdum              22.97388
## Vance McDonald             60.75472
## Darren Fells               52.34377
## Benjamin Watson            65.52559
## Dave Paulson               39.36490
## Joe Cardona                11.98718
## Justin Perillo             31.25439
## Ben Koyack                 30.97044
## Kyle Nelson                18.19104
## Eric Tomlinson             32.29037
## James O'Shaughnessy        31.41175
## Wes Saxton                 25.86723
## Justin Drescher            16.34578
## Mike Windt                 20.03252
## Josh Harris                34.73170
## Don Muhlbach               34.52290
## Charley Hughlett           17.03510
## Aaron Brewer               20.62846
## Jimmy Graham               90.26230
## Anthony Fasano             67.26073
## Evan Rodriguez             55.18270
## Rhett Ellison              55.21779
## Heath Miller               77.11663
## Michael Egnew              41.47515
## Mychal Rivera              60.42164
## Virgil Green               70.54899
## James Hanna                51.79780
## Vernon Davis               74.88499
## Andrew DePaola             31.62500
## Jon Dorenbos               18.84692
##                         Balanced Blocking TE High Awareness Blocking TE
## Garrett Graham                      50.26813                   52.02843
## Michael Hoomanawanui                64.14226                   70.69515
## Marcedes Lewis                      69.34079                   75.31096
## Brandon Pettigrew                   60.83949                   64.15506
## Cameron Clear                       40.66734                   33.95452
## Carson Tinker                       20.39625                   32.01504
## Nick O'Leary                        43.69416                   40.83257
## Ryan Griffin                        54.36528                   53.23353
## Craig Stevens                       68.92878                   74.43551
## Clive Walford                       52.26166                   45.97849
## Kyle Rudolph                        66.58581                   65.10138
## Dwayne Allen                        77.76992                   80.32699
## Asante Cleveland                    47.61286                   43.90585
## Tim Wright                          53.10776                   50.75713
## Travis Kelce                        85.01084                   83.51125
## Larry Donnell                       58.93537                   59.44639
## RaShaun Allen                       34.83245                   25.85225
## Fred Davis                          54.26293                   53.13560
## Ladarius Green                      61.78163                   57.16195
## Brian Leonhardt                     53.95555                   56.61334
## Kellen Davis                        56.43707                   58.37563
## Kennard Backman                     36.98181                   26.94821
## Chris Gragg                         53.35423                   44.33874
## Gary Barnidge                       58.92389                   63.10804
## Niles Paul                          53.73768                   49.01957
## Busta Anderson                      35.57781                   24.68612
## Demetrius Harris                    40.82857                   31.60620
## Lance Kendricks                     60.62470                   59.96962
## MyCole Pruitt                       39.00090                   28.13739
## Gerald Christian                    40.35932                   31.23060
## Jake McQuaide                       18.64556                   27.26298
## Jim Dray                            57.99670                   61.82841
## Martellus Bennett                   83.21048                   84.79742
## Charles Clay                        73.87605                   74.23007
## Beau Brinkley                       23.02930                   21.83178
## Brad Smelley                        56.71551                   55.95355
## Jacob Tamme                         57.17232                   57.09167
## Dion Sims                           62.95384                   59.30572
## A.J. Derby                          35.15244                   24.53512
## Kyle Miller                         40.98281                   43.36837
## Jordan Thompson                     42.28174                   37.43095
## Cooper Helfet                       50.71444                   47.69986
## Delanie Walker                      79.48836                   82.37650
## Daniel Fells                        56.93294                   61.97949
## Trey Burton                         45.23237                   36.49166
## Jake Murphy                         44.30839                   35.92642
## James Winchester                    14.48606                   13.81975
## Zach Ertz                           71.85186                   69.59416
## Brandon Myers                       48.11090                   47.97447
## Maxx Williams                       53.84300                   44.62339
## Konrad Reuland                      50.64424                   55.02881
## Rob Blanchflower                    49.91999                   43.94350
## Chris Pantale                       36.83625                   30.38247
## Arthur Lynch                        54.34586                   48.36673
## Alex Bayer                          44.00771                   42.84489
## Luke Stocker                        59.53714                   59.99358
## Chase Ford                          57.38498                   55.00422
## Scott Chandler                      65.45053                   71.48903
## Taylor Thompson                     54.72073                   50.64812
## Luke Willson                        69.65870                   69.19606
## Rob Housler                         47.70513                   46.14340
## Geoff Swaim                         44.00778                   36.64459
## Blake Annen                         40.83882                   31.64594
## Jack Doyle                          59.79746                   61.18054
## Matt Spaeth                         62.56474                   67.86638
## John Phillips                       51.64153                   53.60109
## Greg Olsen                          82.20127                   84.65433
## Dominique Jones                     48.78868                   44.23209
## Jake Stoneburner                    43.53356                   36.22878
## Allen Reisner                       50.85084                   51.48550
## Sean McGrath                        49.17135                   50.35841
## Ifeanyi Momah                       38.74854                   30.52573
## Dennis Pitta                        66.42774                   67.66568
## Jace Amaro                          57.22297                   51.74822
## Tyler Eifert                        68.16665                   62.55680
## Jeff Heuerman                       53.73335                   49.30449
## Zach Sudfeld                        47.90860                   44.36895
## Richard Gordon                      55.02921                   56.89082
## Jordan Cameron                      69.97754                   67.17261
## Tyler Kroft                         45.59752                   36.85533
## J.J. Jansen                         17.75779                   32.47148
## Jason Witten                        82.65950                   86.81181
## C.J. Fiedorowicz                    52.79604                   46.90175
## Zach Miller                         47.60441                   43.49482
## Joseph Fauria                       58.31210                   57.11773
## Jesse James                         37.79222                   28.58621
## Crockett Gillmore                   59.42003                   57.04222
## Rob Gronkowski                      90.40645                   90.51122
## Coby Fleener                        67.48873                   64.54020
## Josh Hill                           61.79812                   60.11756
## Dante Rosario                       49.22753                   54.17743
## Mickey Shuler                       43.73623                   43.16823
## Levine Toilolo                      62.06197                   65.98424
## Adrien Robinson                     51.25645                   44.31080
## Eric Ebron                          58.37506                   52.09620
## Derek Carrier                       48.45381                   41.31333
## Richard Rodgers                     53.19713                   51.03097
## Antonio Gates                       72.64911                   75.50121
## Julius Thomas                       76.72866                   74.54464
## Brandon Williams                    54.36324                   49.15136
## Clay Harbor                         54.46098                   54.31596
## Emil Igwenagu                       38.60419                   39.82553
## Logan Paulsen                       52.01699                   57.11541
## Jared Cook                          73.66064                   72.77068
## Mike Leach                          50.20219                   62.41240
## Erik Swoope                         28.55662                   18.12635
## Thomas Gafford                      49.38998                   55.17350
## Blake Bell                          42.63574                   30.76587
## Jon Condo                           15.43432                   29.08264
## Troy Niklas                         54.84973                   48.54705
## Ted Bolser                          52.39273                   51.00753
## Nick Boyle                          48.03773                   42.12081
## Morgan Cox                          14.27228                   24.36165
## Clint Gresham                       19.46712                   32.41109
## Jon Weeks                           14.95210                   24.77473
## Clark Harris                        37.62778                   45.14239
## Cullen Loeffler                     41.01303                   54.21741
## Kevin McDermott                     28.59284                   33.50013
## Matt Overton                        18.81283                   25.13577
## L.P. LaDouceur                      24.15671                   41.79879
## John Denney                         23.18005                   42.52978
## Anthony McCoy                       54.08607                   54.21735
## Brandon Bostick                     49.10938                   44.55451
## Tony Moeaki                         50.35768                   51.05244
## Orson Charles                       63.46394                   62.65262
## Randall Telfer                      43.81747                   34.22272
## Zak DeOssie                         38.71303                   50.85195
## Justice Cunningham                  48.32459                   43.42318
## Gavin Escobar                       52.47580                   47.65002
## Lee Smith                           68.27936                   72.04678
## Marcel Jensen                       43.06916                   36.65430
## C.J. Uzomah                         40.28044                   30.67869
## Ed Dickson                          59.24699                   60.90845
## Jeff Cumberland                     56.34365                   59.84358
## David Ausberry                      56.11810                   53.78946
## Austin Seferian-Jenkins             61.39641                   52.40130
## Garrett Celek                       54.91015                   56.23868
## Andrew Quarless                     59.91864                   63.77321
## Emmanuel Bibbs                      38.66522                   28.86838
## Jordan Reed                         63.43740                   61.08634
## Owen Daniels                        61.42733                   64.71495
## Brent Celek                         76.27356                   81.01707
## Tanner Purdum                       25.33152                   28.40044
## Vance McDonald                      69.73373                   68.94371
## Darren Fells                        55.03138                   52.19462
## Benjamin Watson                     62.10438                   64.72526
## Dave Paulson                        46.51279                   45.43590
## Joe Cardona                         16.17722                   17.76936
## Justin Perillo                      35.59897                   29.93527
## Ben Koyack                          38.97925                   32.53237
## Kyle Nelson                         18.75699                   27.02640
## Eric Tomlinson                      42.78902                   37.36343
## James O'Shaughnessy                 37.67265                   28.42460
## Wes Saxton                          35.92433                   24.94036
## Justin Drescher                     15.00607                   27.76047
## Mike Windt                          20.21167                   33.15175
## Josh Harris                         38.97920                   43.32247
## Don Muhlbach                        34.92599                   52.54834
## Charley Hughlett                    19.27817                   26.66865
## Aaron Brewer                        21.80959                   30.08668
## Jimmy Graham                        85.52217                   85.50158
## Anthony Fasano                      60.40706                   67.33015
## Evan Rodriguez                      51.78678                   46.63591
## Rhett Ellison                       59.40024                   61.48657
## Heath Miller                        71.28821                   77.22836
## Michael Egnew                       42.26007                   37.35631
## Mychal Rivera                       53.61443                   52.63068
## Virgil Green                        73.14991                   74.35226
## James Hanna                         56.77106                   55.52718
## Vernon Davis                        76.55731                   77.53132
## Andrew DePaola                      33.23159                   39.05230
## Jon Dorenbos                        16.93601                   32.05812
##                         Receiving TE Run After Catch TE Balanced TE
## Garrett Graham              58.48709          53.460453    55.43618
## Michael Hoomanawanui        58.77215          57.433988    64.12393
## Marcedes Lewis              68.64881          64.643078    72.40379
## Brandon Pettigrew           63.57762          59.624979    64.64608
## Cameron Clear               30.81630          38.551150    33.19165
## Carson Tinker               16.27668          14.094296    21.20935
## Nick O'Leary                46.31749          46.002600    44.56178
## Ryan Griffin                54.55863          54.826236    54.33926
## Craig Stevens               61.97833          61.801654    68.00682
## Clive Walford               52.71074          55.785717    50.07067
## Kyle Rudolph                70.52638          68.869404    68.82036
## Dwayne Allen                72.02836          72.597940    76.61716
## Asante Cleveland            42.45472          46.501188    43.95408
## Tim Wright                  60.57844          58.505388    55.96725
## Travis Kelce                81.88686          84.023887    82.94430
## Larry Donnell               64.22891          60.281329    63.16529
## RaShaun Allen               37.46572          42.022931    31.94742
## Fred Davis                  63.48745          59.828724    58.74033
## Ladarius Green              69.92796          69.361244    63.38455
## Brian Leonhardt             47.14459          47.741475    52.76039
## Kellen Davis                56.73266          55.580274    57.41094
## Kennard Backman             40.42411          45.380488    33.89463
## Chris Gragg                 55.32628          59.801138    50.12606
## Gary Barnidge               60.37689          57.757525    60.87569
## Niles Paul                  63.57823          62.138696    56.44798
## Busta Anderson              39.03048          44.400950    32.24389
## Demetrius Harris            45.31456          49.434643    38.35434
## Lance Kendricks             66.31004          63.951436    63.46569
## MyCole Pruitt               42.45859          47.544244    35.80163
## Gerald Christian            39.05478          45.105234    35.74613
## Jake McQuaide               14.09867          13.018372    18.51832
## Jim Dray                    55.64336          54.316442    58.71217
## Martellus Bennett           82.51549          81.767597    83.62411
## Charles Clay                79.04864          76.590431    76.64433
## Beau Brinkley               17.90152          21.082489    19.52074
## Brad Smelley                54.65639          55.846918    55.57957
## Jacob Tamme                 67.72750          63.049153    62.72831
## Dion Sims                   61.57210          64.046945    60.92655
## A.J. Derby                  37.21997          43.296184    31.08412
## Kyle Miller                 39.18023          38.729624    41.12930
## Jordan Thompson             43.08527          45.045006    41.12903
## Cooper Helfet               58.55852          56.695116    53.32264
## Delanie Walker              77.04238          76.409702    79.48155
## Daniel Fells                54.99432          52.212129    58.83299
## Trey Burton                 53.98379          55.684075    45.12138
## Jake Murphy                 43.36603          48.371436    40.47051
## James Winchester            15.07235          16.283240    13.41779
## Zach Ertz                   75.74312          75.108285    72.98411
## Brandon Myers               59.01167          53.505583    54.30158
## Maxx Williams               56.84594          60.569280    51.35990
## Konrad Reuland              49.20334          47.131563    52.21187
## Rob Blanchflower            44.53109          49.814205    45.20587
## Chris Pantale               35.64090          39.299117    34.21168
## Arthur Lynch                50.96227          55.910485    49.99087
## Alex Bayer                  39.72830          42.593555    40.97850
## Luke Stocker                58.60812          58.640536    59.59736
## Chase Ford                  59.61258          59.973997    57.47052
## Scott Chandler              68.05130          62.768530    69.91676
## Taylor Thompson             49.69168          54.687701    50.13734
## Luke Willson                72.10924          71.889291    69.96669
## Rob Housler                 57.88366          54.620670    51.79701
## Geoff Swaim                 35.46735          44.124683    35.92778
## Blake Annen                 40.27221          46.857845    35.67473
## Jack Doyle                  53.96669          55.241770    58.11172
## Matt Spaeth                 59.00751          56.242007    64.33547
## John Phillips               53.18206          50.915318    53.79952
## Greg Olsen                  86.09035          82.946249    85.23653
## Dominique Jones             50.71317          51.975779    48.31655
## Jake Stoneburner            44.10843          48.227997    40.58096
## Allen Reisner               50.94755          49.869786    52.01220
## Sean McGrath                51.84118          49.763560    51.29987
## Ifeanyi Momah               42.07255          45.513525    36.85246
## Dennis Pitta                74.60371          69.856126    71.62142
## Jace Amaro                  61.60890          62.372886    57.41982
## Tyler Eifert                70.78602          72.486189    67.17274
## Jeff Heuerman               50.17896          54.251591    50.13945
## Zach Sudfeld                52.98969          52.671824    49.03197
## Richard Gordon              51.21963          51.937676    54.04097
## Jordan Cameron              78.27563          76.153265    73.08773
## Tyler Kroft                 49.76763          52.678776    44.07759
## J.J. Jansen                 12.23084           9.505893    19.51378
## Jason Witten                86.86494          81.881014    87.18429
## C.J. Fiedorowicz            50.26362          54.717516    49.00897
## Zach Miller                 55.99396          54.869961    49.76569
## Joseph Fauria               61.63990          60.762215    59.40020
## Jesse James                 37.03349          42.886135    33.42440
## Crockett Gillmore           59.48132          60.444973    58.72731
## Rob Gronkowski              92.13184          91.054437    91.59165
## Coby Fleener                75.46859          73.710341    70.13657
## Josh Hill                   65.40803          64.829891    62.74009
## Dante Rosario               51.39558          47.021099    52.98604
## Mickey Shuler               42.43284          43.403431    42.88970
## Levine Toilolo              57.98943          57.383377    62.06210
## Adrien Robinson             51.90203          56.209835    47.94659
## Eric Ebron                  63.05025          64.782893    57.67141
## Derek Carrier               52.32506          55.677522    46.30113
## Richard Rodgers             58.17933          56.988009    55.00340
## Antonio Gates               83.39269          76.637151    80.36755
## Julius Thomas               82.80614          81.078525    79.18777
## Brandon Williams            52.10027          56.475880    50.53052
## Clay Harbor                 59.36404          57.458881    56.61591
## Emil Igwenagu               35.52364          35.942589    37.82689
## Logan Paulsen               49.68847          47.211427    53.80773
## Jared Cook                  77.62950          76.354146    75.38680
## Mike Leach                  44.72431          39.557097    53.58611
## Erik Swoope                 30.87815          37.010090    24.70844
## Thomas Gafford              39.99813          40.290323    47.92811
## Blake Bell                  39.27180          47.918174    35.78695
## Jon Condo                   12.45364           9.154579    18.01144
## Troy Niklas                 49.91987          55.304330    50.06090
## Ted Bolser                  49.00115          51.540302    49.82713
## Nick Boyle                  38.59007          45.841268    41.08603
## Morgan Cox                  11.90157           9.379814    16.08880
## Clint Gresham               17.37903          13.318869    22.55270
## Jon Weeks                   13.11678          10.168398    17.30128
## Clark Harris                33.34524          31.641748    37.99446
## Cullen Loeffler             32.06454          27.796717    43.75044
## Kevin McDermott             22.61037          23.049533    27.07649
## Matt Overton                12.67255          12.647418    17.73239
## L.P. LaDouceur              19.26637          14.192252    28.24524
## John Denney                 18.87171          13.186533    27.92185
## Anthony McCoy               58.81312          56.301549    56.88259
## Brandon Bostick             53.79418          54.480211    49.31664
## Tony Moeaki                 59.94456          55.313522    55.32486
## Orson Charles               60.75628          62.170303    62.18332
## Randall Telfer              39.53554          46.891019    37.69925
## Zak DeOssie                 35.21779          32.514088    39.42654
## Justice Cunningham          45.42913          49.125308    45.18535
## Gavin Escobar               61.16808          59.544251    55.17234
## Lee Smith                   56.91473          59.363805    65.07378
## Marcel Jensen               39.70739          44.720103    38.84622
## C.J. Uzomah                 36.48708          44.636470    33.48749
## Ed Dickson                  63.41199          60.650654    62.07928
## Jeff Cumberland             59.96655          56.820841    59.30010
## David Ausberry              59.55305          59.594604    56.63316
## Austin Seferian-Jenkins     58.49363          64.592891    56.17152
## Garrett Celek               52.30899          52.739228    54.21841
## Andrew Quarless             60.92637          58.502005    61.68912
## Emmanuel Bibbs              40.94605          45.590458    35.61419
## Jordan Reed                 73.60229          69.994024    68.15184
## Owen Daniels                70.42455          63.891099    68.19671
## Brent Celek                 73.96445          71.265042    78.00856
## Tanner Purdum               15.14913          17.328164    21.81188
## Vance McDonald              62.75708          66.351915    66.18037
## Darren Fells                53.12110          55.008806    53.53162
## Benjamin Watson             66.54823          62.363545    66.36768
## Dave Paulson                47.76442          47.916165    46.59576
## Joe Cardona                 11.13208          13.247682    13.24827
## Justin Perillo              38.62612          40.669258    34.64088
## Ben Koyack                  34.44445          40.657137    33.39312
## Kyle Nelson                 14.88088          14.184771    18.17788
## Eric Tomlinson              33.49905          40.628675    35.72142
## James O'Shaughnessy         41.15582          45.484944    35.02750
## Wes Saxton                  36.51146          43.089906    31.42503
## Justin Drescher             11.01696           8.247488    17.16991
## Mike Windt                  14.48890          12.260021    21.10990
## Josh Harris                 31.82516          33.839318    35.79942
## Don Muhlbach                23.12944          19.996080    36.13357
## Charley Hughlett            15.57824          14.649357    19.12634
## Aaron Brewer                16.17880          15.050915    21.88946
## Jimmy Graham                90.14785          88.237043    87.93172
## Anthony Fasano              58.77782          54.659835    63.39391
## Evan Rodriguez              56.82658          57.400914    52.14540
## Rhett Ellison               55.68081          56.463673    58.18408
## Heath Miller                71.82931          66.923739    75.18496
## Michael Egnew               51.45455          50.408143    44.52506
## Mychal Rivera               61.28479          57.648326    57.93525
## Virgil Green                71.88996          72.218135    72.55645
## James Hanna                 60.28030          60.344728    57.05237
## Vernon Davis                78.73800          77.516221    77.92714
## Andrew DePaola              30.16291          29.648214    32.59707
## Jon Dorenbos                13.10163           9.327053    20.17269
##                         Receiving TE Blocking TE Carrying TE Athletic TE
## Garrett Graham              61.17027    55.48392   63.028404    58.39804
## Michael Hoomanawanui        60.86916    70.01188   60.716812    61.60251
## Marcedes Lewis              67.79672    74.39062   67.347247    68.76295
## Brandon Pettigrew           63.85259    65.37516   64.562934    63.00943
## Cameron Clear               31.57088    32.21332   29.441699    34.46786
## Carson Tinker               16.61099    29.75225   16.816711    16.96144
## Nick O'Leary                50.12012    44.26826   51.341641    48.20296
## Ryan Griffin                55.66336    54.57449   56.267401    54.81524
## Craig Stevens               62.46446    73.09915   61.942541    63.76971
## Clive Walford               52.57619    46.28612   52.071413    52.87829
## Kyle Rudolph                71.92666    67.71001   72.969352    70.30823
## Dwayne Allen                73.22270    79.11999   71.888495    75.24816
## Asante Cleveland            41.58928    42.77317   40.450311    43.14657
## Tim Wright                  59.36971    52.18258   60.340699    57.69840
## Travis Kelce                84.78502    84.51151   84.803802    84.74527
## Larry Donnell               69.39720    64.26687   71.090149    66.84613
## RaShaun Allen               35.33574    25.73057   34.786790    35.47540
## Fred Davis                  63.09028    55.82832   64.851328    60.35471
## Ladarius Green              67.92030    58.39578   69.061140    65.89101
## Brian Leonhardt             49.96260    56.58606   49.149040    51.39374
## Kellen Davis                55.56996    57.98467   55.759852    55.45960
## Kennard Backman             35.67575    25.30841   34.199426    36.99238
## Chris Gragg                 53.92035    44.74897   53.896432    53.43660
## Gary Barnidge               63.37231    65.15638   65.049881    61.25727
## Niles Paul                  59.32231    49.21131   59.953656    57.93701
## Busta Anderson              43.74241    29.62952   46.407099    39.50373
## Demetrius Harris            40.08810    29.96262   39.063514    40.82911
## Lance Kendricks             65.66284    61.04168   66.311225    64.55664
## MyCole Pruitt               41.66751    28.80535   41.222788    41.48091
## Gerald Christian            35.45898    29.23842   33.670371    37.46080
## Jake McQuaide               14.03547    24.53968   13.613251    15.10484
## Jim Dray                    55.65706    61.09829   55.361592    56.34996
## Martellus Bennett           84.61392    85.78147   85.109387    84.02321
## Charles Clay                81.52507    77.56261   83.223937    78.93751
## Beau Brinkley               18.58976    21.17284   18.177977    19.27576
## Brad Smelley                57.93195    58.47054   59.231719    56.26087
## Jacob Tamme                 66.90412    59.97412   68.985054    63.73241
## Dion Sims                   61.57407    59.28603   61.137022    62.01260
## A.J. Derby                  35.95994    25.20592   35.951474    35.32404
## Kyle Miller                 35.78790    40.52428   34.585260    37.63690
## Jordan Thompson             44.67780    39.33447   45.182090    43.72050
## Cooper Helfet               59.93620    50.54369   61.375102    57.52253
## Delanie Walker              79.56399    83.12345   80.104728    79.06416
## Daniel Fells                61.18803    65.04884   62.508145    59.67661
## Trey Burton                 54.09207    39.76173   56.200202    50.52380
## Jake Murphy                 44.98704    37.23346   44.787466    44.80197
## James Winchester            11.92349    12.08545   11.719958    12.20087
## Zach Ertz                   79.12567    73.72998   80.967118    76.27829
## Brandon Myers               62.89132    53.96011   66.011405    58.20661
## Maxx Williams               59.21698    47.55182   60.105392    57.40713
## Konrad Reuland              45.84646    52.34224   44.672467    47.74234
## Rob Blanchflower            48.53831    45.96099   48.609180    48.30102
## Chris Pantale               36.21349    31.14413   35.745742    36.52998
## Arthur Lynch                54.70326    50.94855   55.621240    53.29576
## Alex Bayer                  37.74877    39.73571   35.818643    40.41547
## Luke Stocker                55.92439    58.77465   55.531683    56.59473
## Chase Ford                  58.68538    55.15543   58.751622    58.40220
## Scott Chandler              69.49048    72.42976   70.131729    68.81927
## Taylor Thompson             44.30224    46.26181   41.920975    47.53687
## Luke Willson                71.55623    69.41111   72.132210    70.67925
## Rob Housler                 53.71273    46.38986   54.694723    52.02167
## Geoff Swaim                 32.71884    33.48652   30.778261    35.35541
## Blake Annen                 36.20534    29.67882   35.018137    37.38223
## Jack Doyle                  55.64417    60.56667   54.672420    57.18019
## Matt Spaeth                 67.61510    72.33302   69.513939    65.36058
## John Phillips               56.91357    57.16534   58.939783    54.26846
## Greg Olsen                  87.74205    86.31663   88.629761    86.43495
## Dominique Jones             53.86496    47.79716   55.401342    51.51897
## Jake Stoneburner            42.85368    36.52369   42.775525    42.59247
## Allen Reisner               50.38745    51.37244   50.055501    50.87414
## Sean McGrath                50.32378    50.00615   50.272242    50.37289
## Ifeanyi Momah               36.76317    28.46014   35.123736    38.43200
## Dennis Pitta                78.88237    72.93417   81.188313    75.31272
## Jace Amaro                  62.92454    54.40496   63.950629    61.10567
## Tyler Eifert                73.20189    65.42700   74.179312    71.48201
## Jeff Heuerman               46.51452    45.86316   44.101647    49.63082
## Zach Sudfeld                52.01027    45.61378   52.784261    50.64326
## Richard Gordon              47.56501    53.94511   46.267533    49.61380
## Jordan Cameron              79.20554    70.29088   80.656721    76.74730
## Tyler Kroft                 54.62153    41.96374   56.806488    51.04728
## J.J. Jansen                 13.26518    29.56412   12.800857    14.61659
## Jason Witten                90.28015    89.84785   91.640838    88.25091
## C.J. Fiedorowicz            50.65323    46.97574   50.136262    51.11786
## Zach Miller                 54.42072    45.43585   55.999197    51.85391
## Joseph Fauria               64.36050    59.48373   65.381267    62.74641
## Jesse James                 34.02378    26.81983   32.160350    36.06835
## Crockett Gillmore           62.99962    59.54613   63.809157    61.74567
## Rob Gronkowski              93.96731    92.32603   94.566934    93.01877
## Coby Fleener                77.04697    68.23008   78.896552    74.03045
## Josh Hill                   66.47792    61.89473   67.458529    64.93116
## Dante Rosario               58.04939    59.02253   60.627000    54.70514
## Mickey Shuler               40.26305    41.90646   39.760143    41.01129
## Levine Toilolo              52.27268    60.86256   49.426912    56.43584
## Adrien Robinson             46.54060    41.57326   45.187575    48.02200
## Eric Ebron                  60.20521    52.04926   60.380139    59.52648
## Derek Carrier               42.17469    35.87254   39.611791    45.18686
## Richard Rodgers             54.15854    49.20498   53.039399    55.33125
## Antonio Gates               84.51292    79.20653   86.182146    81.85449
## Julius Thomas               86.79020    79.93951   88.702954    83.60487
## Brandon Williams            52.32523    49.41355   52.363723    52.11162
## Clay Harbor                 58.54485    54.89591   59.170609    57.52407
## Emil Igwenagu               34.04418    36.95617   32.048959    36.87001
## Logan Paulsen               50.67100    57.15699   50.664893    51.04584
## Jared Cook                  76.96669    73.77994   77.714250    75.79737
## Mike Leach                  48.60479    63.02632   49.176703    48.68603
## Erik Swoope                 31.69260    20.03525   32.471585    29.97698
## Thomas Gafford              44.17847    55.76759   44.150812    44.86240
## Blake Bell                  37.85880    30.47171   36.944070    38.62278
## Jon Condo                   10.49132    23.56688    9.498541    12.49793
## Troy Niklas                 54.12004    50.74182   54.318235    53.67278
## Ted Bolser                  48.75610    49.91573   48.003996    49.79921
## Nick Boyle                  37.51811    39.03438   34.785623    41.24938
## Morgan Cox                  11.69499    22.26253   11.664813    12.21396
## Clint Gresham               16.96280    29.42921   16.611086    18.03316
## Jon Weeks                   11.85917    21.64888   11.317481    13.05904
## Clark Harris                38.86012    47.23616   40.381892    37.36259
## Cullen Loeffler             37.96860    55.28834   37.926149    38.96811
## Kevin McDermott             23.98945    32.48586   23.720725    24.78815
## Matt Overton                13.35007    23.51097   12.942086    14.38205
## L.P. LaDouceur              18.44905    36.96604   17.206801    21.05058
## John Denney                 19.55275    38.80927   18.784512    21.50955
## Anthony McCoy               59.19125    55.75100   60.034944    57.89558
## Brandon Bostick             53.38505    46.39371   54.623790    51.37732
## Tony Moeaki                 63.30585    55.74652   66.061271    59.19636
## Orson Charles               57.28247    59.72759   55.367403    59.88125
## Randall Telfer              39.82185    34.14235   38.803690    40.82582
## Zak DeOssie                 31.66762    45.88310   31.198744    33.03913
## Justice Cunningham          44.48075    41.91686   42.763234    46.58165
## Gavin Escobar               63.83351    51.75672   65.497283    60.96500
## Lee Smith                   52.01220    65.71612   47.563496    58.52555
## Marcel Jensen               39.58138    36.23563   38.623510    40.64332
## C.J. Uzomah                 31.39725    27.12500   29.114771    34.21422
## Ed Dickson                  61.39739    60.62446   61.676235    60.99071
## Jeff Cumberland             55.79057    58.26955   55.960413    55.70996
## David Ausberry              56.51718    53.13106   56.538801    56.29965
## Austin Seferian-Jenkins     62.87300    55.42384   63.490842    61.65335
## Garrett Celek               50.53615    54.28321   49.492292    52.10279
## Andrew Quarless             63.93207    65.46047   65.154151    62.41066
## Emmanuel Bibbs              45.53682    32.81421   46.948521    42.97453
## Jordan Reed                 76.99385    66.73957   79.354056    73.14912
## Owen Daniels                73.28843    68.93118   75.409828    70.15187
## Brent Celek                 76.12524    81.44289   76.181883    76.37169
## Tanner Purdum               18.12655    28.68773   17.783683    19.10665
## Vance McDonald              58.14111    64.26549   55.035617    62.44096
## Darren Fells                53.08734    51.85655   52.220259    54.14275
## Benjamin Watson             65.49719    65.40584   65.978450    64.86294
## Dave Paulson                40.16910    39.57273   36.874919    44.51822
## Joe Cardona                  9.66073    15.00052    9.009031    10.83274
## Justin Perillo              34.59170    28.35664   33.412826    35.77591
## Ben Koyack                  32.52851    30.00473   30.595976    34.96221
## Kyle Nelson                 13.51073    23.87133   13.469864    14.05021
## Eric Tomlinson              32.11286    33.44889   29.035227    36.37821
## James O'Shaughnessy         36.69275    26.81090   35.255711    37.99005
## Wes Saxton                  30.51639    22.19184   28.123606    33.22829
## Justin Drescher             10.86324    23.93270    9.983782    12.69181
## Mike Windt                  13.86578    28.27895   12.703811    16.17618
## Josh Harris                 30.12849    39.93082   29.276726    31.78233
## Don Muhlbach                23.12242    48.23385   21.873176    26.04861
## Charley Hughlett            13.11742    22.13703   12.117291    14.95775
## Aaron Brewer                15.48800    27.09317   14.697663    17.13013
## Jimmy Graham                91.66445    88.19813   92.811382    89.77835
## Anthony Fasano              63.97726    70.02522   65.482681    62.34641
## Evan Rodriguez              59.24997    50.40142   61.144907    56.25998
## Rhett Ellison               52.59714    58.31379   51.062463    54.90771
## Heath Miller                74.95447    78.95981   75.798409    74.07599
## Michael Egnew               46.22053    36.77179   46.282609    45.59751
## Mychal Rivera               63.51849    56.60365   65.399525    60.63808
## Virgil Green                69.33271    72.05725   68.314365    70.78711
## James Hanna                 52.79508    51.25006   51.288571    54.65988
## Vernon Davis                74.24029    75.63304   73.893213    74.76636
## Andrew DePaola              28.22535    35.54245   27.329222    29.80981
## Jon Dorenbos                12.42217    27.60684   11.466625    14.44878
##                         Balanced TE V6
## Garrett Graham             58.65905 74
## Michael Hoomanawanui       65.50119 77
## Marcedes Lewis             71.09528 81
## Brandon Pettigrew          64.71979 77
## Cameron Clear              31.55817 63
## Carson Tinker              22.63845 52
## Nick O'Leary               47.39253 69
## Ryan Griffin               55.21564 73
## Craig Stevens              67.85548 78
## Clive Walford              49.37318 72
## Kyle Rudolph               70.03169 81
## Dwayne Allen               76.06263 85
## Asante Cleveland           42.00125 68
## Tim Wright                 55.97557 74
## Travis Kelce               84.65247 91
## Larry Donnell              67.15931 79
## RaShaun Allen              30.31665 63
## Fred Davis                 59.80310 75
## Ladarius Green             63.47676 78
## Brian Leonhardt            53.13954 72
## Kellen Davis               56.80129 74
## Kennard Backman            30.11562 64
## Chris Gragg                49.35733 72
## Gary Barnidge              64.51827 76
## Niles Paul                 54.43443 74
## Busta Anderson             36.89105 64
## Demetrius Harris           34.77441 66
## Lance Kendricks            63.49370 78
## MyCole Pruitt              35.00001 66
## Gerald Christian           32.04178 65
## Jake McQuaide              18.72390 51
## Jim Dray                   58.33497 74
## Martellus Bennett          85.27597 90
## Charles Clay               79.89735 86
## Beau Brinkley              19.78142 54
## Brad Smelley               58.39863 73
## Jacob Tamme                63.85104 77
## Dion Sims                  60.37494 77
## A.J. Derby                 30.40532 63
## Kyle Miller                37.92935 65
## Jordan Thompson            42.08173 67
## Cooper Helfet              55.53453 74
## Delanie Walker             81.46316 87
## Daniel Fells               63.32155 76
## Trey Burton                47.24853 70
## Jake Murphy                41.06260 68
## James Winchester           11.97232 48
## Zach Ertz                  76.83967 84
## Brandon Myers              59.00913 74
## Maxx Williams              53.59978 74
## Konrad Reuland             48.88889 70
## Rob Blanchflower           47.26765 70
## Chris Pantale              33.58888 64
## Arthur Lynch               52.98275 72
## Alex Bayer                 38.43242 67
## Luke Stocker               57.28515 74
## Chase Ford                 56.94936 75
## Scott Chandler             71.06391 80
## Taylor Thompson            44.90726 70
## Luke Willson               70.58977 81
## Rob Housler                50.22701 71
## Geoff Swaim                32.79797 64
## Blake Annen                32.72274 65
## Jack Doyle                 57.95808 75
## Matt Spaeth                70.28403 78
## John Phillips              57.34950 72
## Greg Olsen                 87.19189 92
## Dominique Jones            51.09019 71
## Jake Stoneburner           39.66407 67
## Allen Reisner              50.82599 71
## Sean McGrath               50.15815 71
## Ifeanyi Momah              32.28988 65
## Dennis Pitta               76.41877 83
## Jace Amaro                 58.90698 76
## Tyler Eifert               69.61028 81
## Jeff Heuerman              45.82131 71
## Zach Sudfeld               48.94811 71
## Richard Gordon             50.53720 71
## Jordan Cameron             75.23895 84
## Tyler Kroft                48.65061 70
## J.J. Jansen                20.30597 51
## Jason Witten               90.28858 93
## C.J. Fiedorowicz           48.74655 71
## Zach Miller                50.20134 71
## Joseph Fauria              62.12232 77
## Jesse James                30.07625 64
## Crockett Gillmore          61.42147 76
## Rob Gronkowski             93.29449 99
## Coby Fleener               73.16149 83
## Josh Hill                  64.38162 78
## Dante Rosario              58.92884 72
## Mickey Shuler              40.99994 66
## Levine Toilolo             56.14821 75
## Adrien Robinson            43.85630 70
## Eric Ebron                 56.21464 75
## Derek Carrier              38.62210 69
## Richard Rodgers            51.52998 74
## Antonio Gates              82.29035 88
## Julius Thomas              83.97291 89
## Brandon Williams           50.88562 72
## Clay Harbor                56.83643 74
## Emil Igwenagu              35.16699 65
## Logan Paulsen              53.90439 71
## Jared Cook                 75.53105 84
## Mike Leach                 55.95179 70
## Erik Swoope                25.66228 60
## Thomas Gafford             49.92953 69
## Blake Bell                 33.97845 65
## Jon Condo                  15.92329 49
## Troy Niklas                52.47484 72
## Ted Bolser                 49.21693 71
## Nick Boyle                 37.84415 67
## Morgan Cox                 16.39062 48
## Clint Gresham              22.60878 53
## Jon Weeks                  16.14155 49
## Clark Harris               43.21789 64
## Cullen Loeffler            46.48115 66
## Kevin McDermott            28.00916 58
## Matt Overton               17.87126 50
## L.P. LaDouceur             26.60695 56
## John Denney                28.18942 56
## Anthony McCoy              57.62021 74
## Brandon Bostick            50.10270 71
## Tony Moeaki                60.03475 74
## Orson Charles              58.21100 76
## Randall Telfer             36.81285 66
## Zak DeOssie                38.45827 62
## Justice Cunningham         42.94187 69
## Gavin Escobar              58.19604 75
## Lee Smith                  58.29139 77
## Marcel Jensen              37.76337 66
## C.J. Uzomah                28.89649 63
## Ed Dickson                 61.05684 76
## Jeff Cumberland            57.05106 74
## David Ausberry             54.84318 74
## Austin Seferian-Jenkins    59.31218 76
## Garrett Celek              52.24051 72
## Andrew Quarless            64.88047 77
## Emmanuel Bibbs             39.27989 66
## Jordan Reed                72.54002 82
## Owen Daniels               71.50600 80
## Brent Celek                78.87235 85
## Tanner Purdum              22.97388 54
## Vance McDonald             60.75472 78
## Darren Fells               52.34377 73
## Benjamin Watson            65.52559 78
## Dave Paulson               39.36490 69
## Joe Cardona                11.98718 47
## Justin Perillo             31.25439 64
## Ben Koyack                 30.97044 64
## Kyle Nelson                18.19104 50
## Eric Tomlinson             32.29037 65
## James O'Shaughnessy        31.41175 65
## Wes Saxton                 25.86723 63
## Justin Drescher            16.34578 49
## Mike Windt                 20.03252 52
## Josh Harris                34.73170 62
## Don Muhlbach               34.52290 59
## Charley Hughlett           17.03510 51
## Aaron Brewer               20.62846 53
## Jimmy Graham               90.26230 95
## Anthony Fasano             67.26073 77
## Evan Rodriguez             55.18270 73
## Rhett Ellison              55.21779 74
## Heath Miller               77.11663 83
## Michael Egnew              41.47515 68
## Mychal Rivera              60.42164 75
## Virgil Green               70.54899 82
## James Hanna                51.79780 74
## Vernon Davis               74.88499 84
## Andrew DePaola             31.62500 61
## Jon Dorenbos               18.84692 51
##                         Balanced Blocking TE High Awareness Blocking TE
## Garrett Graham                      50.26813                   52.02843
## Michael Hoomanawanui                64.14226                   70.69515
## Marcedes Lewis                      69.34079                   75.31096
## Brandon Pettigrew                   60.83949                   64.15506
## Cameron Clear                       40.66734                   33.95452
## Carson Tinker                       20.39625                   32.01504
## Nick O'Leary                        43.69416                   40.83257
## Ryan Griffin                        54.36528                   53.23353
## Craig Stevens                       68.92878                   74.43551
## Clive Walford                       52.26166                   45.97849
## Kyle Rudolph                        66.58581                   65.10138
## Dwayne Allen                        77.76992                   80.32699
## Asante Cleveland                    47.61286                   43.90585
## Tim Wright                          53.10776                   50.75713
## Travis Kelce                        85.01084                   83.51125
## Larry Donnell                       58.93537                   59.44639
## RaShaun Allen                       34.83245                   25.85225
## Fred Davis                          54.26293                   53.13560
## Ladarius Green                      61.78163                   57.16195
## Brian Leonhardt                     53.95555                   56.61334
## Kellen Davis                        56.43707                   58.37563
## Kennard Backman                     36.98181                   26.94821
## Chris Gragg                         53.35423                   44.33874
## Gary Barnidge                       58.92389                   63.10804
## Niles Paul                          53.73768                   49.01957
## Busta Anderson                      35.57781                   24.68612
## Demetrius Harris                    40.82857                   31.60620
## Lance Kendricks                     60.62470                   59.96962
## MyCole Pruitt                       39.00090                   28.13739
## Gerald Christian                    40.35932                   31.23060
## Jake McQuaide                       18.64556                   27.26298
## Jim Dray                            57.99670                   61.82841
## Martellus Bennett                   83.21048                   84.79742
## Charles Clay                        73.87605                   74.23007
## Beau Brinkley                       23.02930                   21.83178
## Brad Smelley                        56.71551                   55.95355
## Jacob Tamme                         57.17232                   57.09167
## Dion Sims                           62.95384                   59.30572
## A.J. Derby                          35.15244                   24.53512
## Kyle Miller                         40.98281                   43.36837
## Jordan Thompson                     42.28174                   37.43095
## Cooper Helfet                       50.71444                   47.69986
## Delanie Walker                      79.48836                   82.37650
## Daniel Fells                        56.93294                   61.97949
## Trey Burton                         45.23237                   36.49166
## Jake Murphy                         44.30839                   35.92642
## James Winchester                    14.48606                   13.81975
## Zach Ertz                           71.85186                   69.59416
## Brandon Myers                       48.11090                   47.97447
## Maxx Williams                       53.84300                   44.62339
## Konrad Reuland                      50.64424                   55.02881
## Rob Blanchflower                    49.91999                   43.94350
## Chris Pantale                       36.83625                   30.38247
## Arthur Lynch                        54.34586                   48.36673
## Alex Bayer                          44.00771                   42.84489
## Luke Stocker                        59.53714                   59.99358
## Chase Ford                          57.38498                   55.00422
## Scott Chandler                      65.45053                   71.48903
## Taylor Thompson                     54.72073                   50.64812
## Luke Willson                        69.65870                   69.19606
## Rob Housler                         47.70513                   46.14340
## Geoff Swaim                         44.00778                   36.64459
## Blake Annen                         40.83882                   31.64594
## Jack Doyle                          59.79746                   61.18054
## Matt Spaeth                         62.56474                   67.86638
## John Phillips                       51.64153                   53.60109
## Greg Olsen                          82.20127                   84.65433
## Dominique Jones                     48.78868                   44.23209
## Jake Stoneburner                    43.53356                   36.22878
## Allen Reisner                       50.85084                   51.48550
## Sean McGrath                        49.17135                   50.35841
## Ifeanyi Momah                       38.74854                   30.52573
## Dennis Pitta                        66.42774                   67.66568
## Jace Amaro                          57.22297                   51.74822
## Tyler Eifert                        68.16665                   62.55680
## Jeff Heuerman                       53.73335                   49.30449
## Zach Sudfeld                        47.90860                   44.36895
## Richard Gordon                      55.02921                   56.89082
## Jordan Cameron                      69.97754                   67.17261
## Tyler Kroft                         45.59752                   36.85533
## J.J. Jansen                         17.75779                   32.47148
## Jason Witten                        82.65950                   86.81181
## C.J. Fiedorowicz                    52.79604                   46.90175
## Zach Miller                         47.60441                   43.49482
## Joseph Fauria                       58.31210                   57.11773
## Jesse James                         37.79222                   28.58621
## Crockett Gillmore                   59.42003                   57.04222
## Rob Gronkowski                      90.40645                   90.51122
## Coby Fleener                        67.48873                   64.54020
## Josh Hill                           61.79812                   60.11756
## Dante Rosario                       49.22753                   54.17743
## Mickey Shuler                       43.73623                   43.16823
## Levine Toilolo                      62.06197                   65.98424
## Adrien Robinson                     51.25645                   44.31080
## Eric Ebron                          58.37506                   52.09620
## Derek Carrier                       48.45381                   41.31333
## Richard Rodgers                     53.19713                   51.03097
## Antonio Gates                       72.64911                   75.50121
## Julius Thomas                       76.72866                   74.54464
## Brandon Williams                    54.36324                   49.15136
## Clay Harbor                         54.46098                   54.31596
## Emil Igwenagu                       38.60419                   39.82553
## Logan Paulsen                       52.01699                   57.11541
## Jared Cook                          73.66064                   72.77068
## Mike Leach                          50.20219                   62.41240
## Erik Swoope                         28.55662                   18.12635
## Thomas Gafford                      49.38998                   55.17350
## Blake Bell                          42.63574                   30.76587
## Jon Condo                           15.43432                   29.08264
## Troy Niklas                         54.84973                   48.54705
## Ted Bolser                          52.39273                   51.00753
## Nick Boyle                          48.03773                   42.12081
## Morgan Cox                          14.27228                   24.36165
## Clint Gresham                       19.46712                   32.41109
## Jon Weeks                           14.95210                   24.77473
## Clark Harris                        37.62778                   45.14239
## Cullen Loeffler                     41.01303                   54.21741
## Kevin McDermott                     28.59284                   33.50013
## Matt Overton                        18.81283                   25.13577
## L.P. LaDouceur                      24.15671                   41.79879
## John Denney                         23.18005                   42.52978
## Anthony McCoy                       54.08607                   54.21735
## Brandon Bostick                     49.10938                   44.55451
## Tony Moeaki                         50.35768                   51.05244
## Orson Charles                       63.46394                   62.65262
## Randall Telfer                      43.81747                   34.22272
## Zak DeOssie                         38.71303                   50.85195
## Justice Cunningham                  48.32459                   43.42318
## Gavin Escobar                       52.47580                   47.65002
## Lee Smith                           68.27936                   72.04678
## Marcel Jensen                       43.06916                   36.65430
## C.J. Uzomah                         40.28044                   30.67869
## Ed Dickson                          59.24699                   60.90845
## Jeff Cumberland                     56.34365                   59.84358
## David Ausberry                      56.11810                   53.78946
## Austin Seferian-Jenkins             61.39641                   52.40130
## Garrett Celek                       54.91015                   56.23868
## Andrew Quarless                     59.91864                   63.77321
## Emmanuel Bibbs                      38.66522                   28.86838
## Jordan Reed                         63.43740                   61.08634
## Owen Daniels                        61.42733                   64.71495
## Brent Celek                         76.27356                   81.01707
## Tanner Purdum                       25.33152                   28.40044
## Vance McDonald                      69.73373                   68.94371
## Darren Fells                        55.03138                   52.19462
## Benjamin Watson                     62.10438                   64.72526
## Dave Paulson                        46.51279                   45.43590
## Joe Cardona                         16.17722                   17.76936
## Justin Perillo                      35.59897                   29.93527
## Ben Koyack                          38.97925                   32.53237
## Kyle Nelson                         18.75699                   27.02640
## Eric Tomlinson                      42.78902                   37.36343
## James O'Shaughnessy                 37.67265                   28.42460
## Wes Saxton                          35.92433                   24.94036
## Justin Drescher                     15.00607                   27.76047
## Mike Windt                          20.21167                   33.15175
## Josh Harris                         38.97920                   43.32247
## Don Muhlbach                        34.92599                   52.54834
## Charley Hughlett                    19.27817                   26.66865
## Aaron Brewer                        21.80959                   30.08668
## Jimmy Graham                        85.52217                   85.50158
## Anthony Fasano                      60.40706                   67.33015
## Evan Rodriguez                      51.78678                   46.63591
## Rhett Ellison                       59.40024                   61.48657
## Heath Miller                        71.28821                   77.22836
## Michael Egnew                       42.26007                   37.35631
## Mychal Rivera                       53.61443                   52.63068
## Virgil Green                        73.14991                   74.35226
## James Hanna                         56.77106                   55.52718
## Vernon Davis                        76.55731                   77.53132
## Andrew DePaola                      33.23159                   39.05230
## Jon Dorenbos                        16.93601                   32.05812
##                         Receiving TE Run After Catch TE Balanced TE V6
## Garrett Graham              58.48709          53.460453    55.43618 74
## Michael Hoomanawanui        58.77215          57.433988    64.12393 77
## Marcedes Lewis              68.64881          64.643078    72.40379 81
## Brandon Pettigrew           63.57762          59.624979    64.64608 77
## Cameron Clear               30.81630          38.551150    33.19165 63
## Carson Tinker               16.27668          14.094296    21.20935 52
## Nick O'Leary                46.31749          46.002600    44.56178 69
## Ryan Griffin                54.55863          54.826236    54.33926 73
## Craig Stevens               61.97833          61.801654    68.00682 78
## Clive Walford               52.71074          55.785717    50.07067 72
## Kyle Rudolph                70.52638          68.869404    68.82036 81
## Dwayne Allen                72.02836          72.597940    76.61716 85
## Asante Cleveland            42.45472          46.501188    43.95408 68
## Tim Wright                  60.57844          58.505388    55.96725 74
## Travis Kelce                81.88686          84.023887    82.94430 91
## Larry Donnell               64.22891          60.281329    63.16529 79
## RaShaun Allen               37.46572          42.022931    31.94742 63
## Fred Davis                  63.48745          59.828724    58.74033 75
## Ladarius Green              69.92796          69.361244    63.38455 78
## Brian Leonhardt             47.14459          47.741475    52.76039 72
## Kellen Davis                56.73266          55.580274    57.41094 74
## Kennard Backman             40.42411          45.380488    33.89463 64
## Chris Gragg                 55.32628          59.801138    50.12606 72
## Gary Barnidge               60.37689          57.757525    60.87569 76
## Niles Paul                  63.57823          62.138696    56.44798 74
## Busta Anderson              39.03048          44.400950    32.24389 64
## Demetrius Harris            45.31456          49.434643    38.35434 66
## Lance Kendricks             66.31004          63.951436    63.46569 78
## MyCole Pruitt               42.45859          47.544244    35.80163 66
## Gerald Christian            39.05478          45.105234    35.74613 65
## Jake McQuaide               14.09867          13.018372    18.51832 51
## Jim Dray                    55.64336          54.316442    58.71217 74
## Martellus Bennett           82.51549          81.767597    83.62411 90
## Charles Clay                79.04864          76.590431    76.64433 86
## Beau Brinkley               17.90152          21.082489    19.52074 54
## Brad Smelley                54.65639          55.846918    55.57957 73
## Jacob Tamme                 67.72750          63.049153    62.72831 77
## Dion Sims                   61.57210          64.046945    60.92655 77
## A.J. Derby                  37.21997          43.296184    31.08412 63
## Kyle Miller                 39.18023          38.729624    41.12930 65
## Jordan Thompson             43.08527          45.045006    41.12903 67
## Cooper Helfet               58.55852          56.695116    53.32264 74
## Delanie Walker              77.04238          76.409702    79.48155 87
## Daniel Fells                54.99432          52.212129    58.83299 76
## Trey Burton                 53.98379          55.684075    45.12138 70
## Jake Murphy                 43.36603          48.371436    40.47051 68
## James Winchester            15.07235          16.283240    13.41779 48
## Zach Ertz                   75.74312          75.108285    72.98411 84
## Brandon Myers               59.01167          53.505583    54.30158 74
## Maxx Williams               56.84594          60.569280    51.35990 74
## Konrad Reuland              49.20334          47.131563    52.21187 70
## Rob Blanchflower            44.53109          49.814205    45.20587 70
## Chris Pantale               35.64090          39.299117    34.21168 64
## Arthur Lynch                50.96227          55.910485    49.99087 72
## Alex Bayer                  39.72830          42.593555    40.97850 67
## Luke Stocker                58.60812          58.640536    59.59736 74
## Chase Ford                  59.61258          59.973997    57.47052 75
## Scott Chandler              68.05130          62.768530    69.91676 80
## Taylor Thompson             49.69168          54.687701    50.13734 70
## Luke Willson                72.10924          71.889291    69.96669 81
## Rob Housler                 57.88366          54.620670    51.79701 71
## Geoff Swaim                 35.46735          44.124683    35.92778 64
## Blake Annen                 40.27221          46.857845    35.67473 65
## Jack Doyle                  53.96669          55.241770    58.11172 75
## Matt Spaeth                 59.00751          56.242007    64.33547 78
## John Phillips               53.18206          50.915318    53.79952 72
## Greg Olsen                  86.09035          82.946249    85.23653 92
## Dominique Jones             50.71317          51.975779    48.31655 71
## Jake Stoneburner            44.10843          48.227997    40.58096 67
## Allen Reisner               50.94755          49.869786    52.01220 71
## Sean McGrath                51.84118          49.763560    51.29987 71
## Ifeanyi Momah               42.07255          45.513525    36.85246 65
## Dennis Pitta                74.60371          69.856126    71.62142 83
## Jace Amaro                  61.60890          62.372886    57.41982 76
## Tyler Eifert                70.78602          72.486189    67.17274 81
## Jeff Heuerman               50.17896          54.251591    50.13945 71
## Zach Sudfeld                52.98969          52.671824    49.03197 71
## Richard Gordon              51.21963          51.937676    54.04097 71
## Jordan Cameron              78.27563          76.153265    73.08773 84
## Tyler Kroft                 49.76763          52.678776    44.07759 70
## J.J. Jansen                 12.23084           9.505893    19.51378 51
## Jason Witten                86.86494          81.881014    87.18429 93
## C.J. Fiedorowicz            50.26362          54.717516    49.00897 71
## Zach Miller                 55.99396          54.869961    49.76569 71
## Joseph Fauria               61.63990          60.762215    59.40020 77
## Jesse James                 37.03349          42.886135    33.42440 64
## Crockett Gillmore           59.48132          60.444973    58.72731 76
## Rob Gronkowski              92.13184          91.054437    91.59165 99
## Coby Fleener                75.46859          73.710341    70.13657 83
## Josh Hill                   65.40803          64.829891    62.74009 78
## Dante Rosario               51.39558          47.021099    52.98604 72
## Mickey Shuler               42.43284          43.403431    42.88970 66
## Levine Toilolo              57.98943          57.383377    62.06210 75
## Adrien Robinson             51.90203          56.209835    47.94659 70
## Eric Ebron                  63.05025          64.782893    57.67141 75
## Derek Carrier               52.32506          55.677522    46.30113 69
## Richard Rodgers             58.17933          56.988009    55.00340 74
## Antonio Gates               83.39269          76.637151    80.36755 88
## Julius Thomas               82.80614          81.078525    79.18777 89
## Brandon Williams            52.10027          56.475880    50.53052 72
## Clay Harbor                 59.36404          57.458881    56.61591 74
## Emil Igwenagu               35.52364          35.942589    37.82689 65
## Logan Paulsen               49.68847          47.211427    53.80773 71
## Jared Cook                  77.62950          76.354146    75.38680 84
## Mike Leach                  44.72431          39.557097    53.58611 70
## Erik Swoope                 30.87815          37.010090    24.70844 60
## Thomas Gafford              39.99813          40.290323    47.92811 69
## Blake Bell                  39.27180          47.918174    35.78695 65
## Jon Condo                   12.45364           9.154579    18.01144 49
## Troy Niklas                 49.91987          55.304330    50.06090 72
## Ted Bolser                  49.00115          51.540302    49.82713 71
## Nick Boyle                  38.59007          45.841268    41.08603 67
## Morgan Cox                  11.90157           9.379814    16.08880 48
## Clint Gresham               17.37903          13.318869    22.55270 53
## Jon Weeks                   13.11678          10.168398    17.30128 49
## Clark Harris                33.34524          31.641748    37.99446 64
## Cullen Loeffler             32.06454          27.796717    43.75044 66
## Kevin McDermott             22.61037          23.049533    27.07649 58
## Matt Overton                12.67255          12.647418    17.73239 50
## L.P. LaDouceur              19.26637          14.192252    28.24524 56
## John Denney                 18.87171          13.186533    27.92185 56
## Anthony McCoy               58.81312          56.301549    56.88259 74
## Brandon Bostick             53.79418          54.480211    49.31664 71
## Tony Moeaki                 59.94456          55.313522    55.32486 74
## Orson Charles               60.75628          62.170303    62.18332 76
## Randall Telfer              39.53554          46.891019    37.69925 66
## Zak DeOssie                 35.21779          32.514088    39.42654 62
## Justice Cunningham          45.42913          49.125308    45.18535 69
## Gavin Escobar               61.16808          59.544251    55.17234 75
## Lee Smith                   56.91473          59.363805    65.07378 77
## Marcel Jensen               39.70739          44.720103    38.84622 66
## C.J. Uzomah                 36.48708          44.636470    33.48749 63
## Ed Dickson                  63.41199          60.650654    62.07928 76
## Jeff Cumberland             59.96655          56.820841    59.30010 74
## David Ausberry              59.55305          59.594604    56.63316 74
## Austin Seferian-Jenkins     58.49363          64.592891    56.17152 76
## Garrett Celek               52.30899          52.739228    54.21841 72
## Andrew Quarless             60.92637          58.502005    61.68912 77
## Emmanuel Bibbs              40.94605          45.590458    35.61419 66
## Jordan Reed                 73.60229          69.994024    68.15184 82
## Owen Daniels                70.42455          63.891099    68.19671 80
## Brent Celek                 73.96445          71.265042    78.00856 85
## Tanner Purdum               15.14913          17.328164    21.81188 54
## Vance McDonald              62.75708          66.351915    66.18037 78
## Darren Fells                53.12110          55.008806    53.53162 73
## Benjamin Watson             66.54823          62.363545    66.36768 78
## Dave Paulson                47.76442          47.916165    46.59576 69
## Joe Cardona                 11.13208          13.247682    13.24827 47
## Justin Perillo              38.62612          40.669258    34.64088 64
## Ben Koyack                  34.44445          40.657137    33.39312 64
## Kyle Nelson                 14.88088          14.184771    18.17788 50
## Eric Tomlinson              33.49905          40.628675    35.72142 65
## James O'Shaughnessy         41.15582          45.484944    35.02750 65
## Wes Saxton                  36.51146          43.089906    31.42503 63
## Justin Drescher             11.01696           8.247488    17.16991 49
## Mike Windt                  14.48890          12.260021    21.10990 52
## Josh Harris                 31.82516          33.839318    35.79942 62
## Don Muhlbach                23.12944          19.996080    36.13357 59
## Charley Hughlett            15.57824          14.649357    19.12634 51
## Aaron Brewer                16.17880          15.050915    21.88946 53
## Jimmy Graham                90.14785          88.237043    87.93172 95
## Anthony Fasano              58.77782          54.659835    63.39391 77
## Evan Rodriguez              56.82658          57.400914    52.14540 73
## Rhett Ellison               55.68081          56.463673    58.18408 74
## Heath Miller                71.82931          66.923739    75.18496 83
## Michael Egnew               51.45455          50.408143    44.52506 68
## Mychal Rivera               61.28479          57.648326    57.93525 75
## Virgil Green                71.88996          72.218135    72.55645 82
## James Hanna                 60.28030          60.344728    57.05237 74
## Vernon Davis                78.73800          77.516221    77.92714 84
## Andrew DePaola              30.16291          29.648214    32.59707 61
## Jon Dorenbos                13.10163           9.327053    20.17269 51
## [1] 0.1214544 0.3662474 0.5122982
##      Routes  Blocking Speed And Skill
## 1 0.2446995 0.2861913       0.4691092
## 2 0.1912375 0.4940415       0.3147210
## 3 0.3066175 0.2560963       0.4372862
## 4 0.1612391 0.3369859       0.5017750
## 5 0.2276118 0.3848204       0.3875678
## [1] 0.1635447 0.1953069 0.3733584 0.0968136 0.1709763
##   Power Running  Blocking  Catching Speed Running Awareness
## 1     0.1860721 0.2576171 0.2645851    0.13560938 0.1561164
## 2     0.1023419 0.2851049 0.2370736    0.09869811 0.2767815
## 3     0.1924703 0.1278314 0.3163991    0.16311489 0.2001844
## 4     0.2195025 0.1727491 0.3015078    0.19437910 0.1118614
## 5     0.1772518 0.2013454 0.2810127    0.10893884 0.2314512